DataFrame
NO COMPARISON TARGET
55
ROWS
0
DUPLICATES
34.2 kb
RAM
60
FEATURES
4
CATEGORICAL
55
NUMERICAL
1
TEXT
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
School Name
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
1
2%
-
-
University of St Gallen
1
2%
-
-
Singapore Management University: Lee Kong Chian
1
2%
-
-
Hanken School of Economics
1
2%
-
-
Durham University Business School
1
2%
-
-
Solvay Brussels School of Economics and Management
1
2%
-
-
University of Victoria: Gustavson
1
2%
-
-
EM Normandie Business School
48
87%
-
-
(Other)
2
LinkedIn Followers
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
---
MAX
537k
95%
199k
Q3
107k
AVG
76k
MEDIAN
42k
Q1
26k
5%
2k
MIN
0k
RANGE
537k
IQR
80,940
STD
87,948
VAR
7.7B
KURT.
13.8
SKEW
3.18
SUM
4.2M
3
Instagram engagement %
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
43
(78%)
ZEROES:
---
MAX
5.00
95%
4.01
Q3
2.69
AVG
1.98
MEDIAN
1.50
Q1
1.20
5%
0.64
MIN
0.41
RANGE
4.59
IQR
1.49
STD
1.13
VAR
1.28
KURT.
0.053
SKEW
0.850
SUM
109
4
Google Rating
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
12
(22%)
ZEROES:
---
MAX
5.00
95%
4.80
Q3
4.60
MEDIAN
4.50
AVG
4.42
Q1
4.30
5%
3.90
MIN
3.70
RANGE
1.30
IQR
0.300
STD
0.282
VAR
0.080
KURT.
0.370
SKEW
-0.606
SUM
243
5
Google Number of Reviews
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
50
(91%)
ZEROES:
---
MAX
2,255
95%
398
Q3
198
AVG
179
MEDIAN
125
Q1
66
5%
4
MIN
2
RANGE
2,253
IQR
132
STD
305
VAR
92,849
KURT.
41.4
SKEW
6.07
SUM
9,860
6
Research Quality
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
30
(55%)
ZEROES:
---
MAX
96.9
95%
92.2
Q3
85.0
MEDIAN
80.0
AVG
78.5
Q1
75.0
5%
46.9
MIN
24.1
RANGE
72.8
IQR
10.0
STD
14.9
VAR
221
KURT.
7.84
SKEW
-2.66
SUM
4,317
7
Citations per Faculty
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
32
(58%)
ZEROES:
---
MAX
93.5
95%
80.1
Q3
51.2
AVG
36.5
MEDIAN
24.0
Q1
21.0
5%
18.7
MIN
18.0
RANGE
75.5
IQR
30.2
STD
21.7
VAR
469
KURT.
0.292
SKEW
1.19
SUM
2,009
8
Average Experience of Faculty
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
7
(13%)
9
Students per Staff
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
27
(49%)
ZEROES:
---
MAX
57.1
95%
33.1
Q3
16.3
AVG
18.0
MEDIAN
15.1
Q1
14.7
5%
12.8
MIN
10.5
RANGE
46.6
IQR
1.60
STD
8.01
VAR
64.1
KURT.
10.8
SKEW
3.03
SUM
991
10
International board (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
37
(67%)
ZEROES:
3
(5%)
MAX
90.0
95%
83.5
Q3
62.5
MEDIAN
42.0
AVG
41.6
Q1
20.0
5%
5.6
MIN
0.0
RANGE
90.0
IQR
42.5
STD
25.5
VAR
652
KURT.
-0.986
SKEW
0.159
SUM
2,287
11
Threeyear average 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
34
(62%)
ZEROES:
13
(24%)
MAX
92.0
95%
79.9
Q3
66.0
AVG
35.9
MEDIAN
31.0
Q1
2.5
5%
0.0
MIN
0.0
RANGE
92.0
IQR
63.5
STD
30.6
VAR
935
KURT.
-1.51
SKEW
0.154
SUM
1,977
12
Faculty with doctorates (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
19
(35%)
ZEROES:
---
MAX
100.0
95%
100.0
Q3
100.0
MEDIAN
96.0
AVG
94.1
Q1
91.5
5%
83.4
MIN
62.0
RANGE
38.0
IQR
8.50
STD
7.63
VAR
58.2
KURT.
6.68
SKEW
-2.30
SUM
5,178
13
Faculty with doctorates (%) 2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
18
(33%)
ZEROES:
7
(13%)
MAX
100
95%
100
Q3
100
MEDIAN
96
AVG
83
Q1
89
5%
0
MIN
0
RANGE
100
IQR
10.5
STD
32.6
VAR
1,063
KURT.
2.81
SKEW
-2.10
SUM
4,538
14
Rank in 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
53
(96%)
ZEROES:
---
MAX
100.0
95%
92.3
Q3
75.0
MEDIAN
59.0
AVG
53.3
Q1
33.5
5%
6.7
MIN
1.0
RANGE
99.0
IQR
41.5
STD
27.6
VAR
764
KURT.
-0.946
SKEW
-0.328
SUM
2,929
15
Overall satisfaction 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
46
(84%)
ZEROES:
---
MAX
9.76
95%
9.44
Q3
9.05
MEDIAN
8.78
AVG
8.74
Q1
8.49
5%
7.94
MIN
7.09
RANGE
2.67
IQR
0.565
STD
0.477
VAR
0.228
KURT.
1.70
SKEW
-0.728
SUM
481
16
Overall satisfaction 2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
43
(78%)
ZEROES:
7
(13%)
MAX
9.82
95%
9.58
Q3
9.12
MEDIAN
8.76
AVG
7.74
Q1
8.52
5%
0.00
MIN
0.00
RANGE
9.82
IQR
0.605
STD
3.01
VAR
9.06
KURT.
3.21
SKEW
-2.22
SUM
426
17
Women on board (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
26
(47%)
ZEROES:
---
MAX
64.0
95%
56.5
Q3
50.0
MEDIAN
40.0
AVG
38.5
Q1
27.0
5%
22.4
MIN
17.0
RANGE
47.0
IQR
23.0
STD
11.9
VAR
141
KURT.
-1.07
SKEW
0.059
SUM
2,119
18
Female faculty (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
25
(45%)
ZEROES:
---
MAX
53.0
95%
50.0
Q3
44.5
AVG
36.9
MEDIAN
36.0
Q1
31.0
5%
23.7
MIN
19.0
RANGE
34.0
IQR
13.5
STD
8.69
VAR
75.4
KURT.
-0.821
SKEW
0.151
SUM
2,028
19
Salary percentage increase 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
---
MAX
102.3
95%
82.4
Q3
60.5
AVG
50.0
MEDIAN
48.3
Q1
36.7
5%
29.6
MIN
20.7
RANGE
81.6
IQR
23.8
STD
16.7
VAR
278
KURT.
1.59
SKEW
0.997
SUM
2,748
20
Salary percentage increase 2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
49
(89%)
ZEROES:
7
(13%)
MAX
99.6
95%
82.5
Q3
61.6
MEDIAN
48.3
AVG
48.0
Q1
41.0
5%
0.0
MIN
0.0
RANGE
99.6
IQR
20.6
STD
23.5
VAR
554
KURT.
0.355
SKEW
-0.612
SUM
2,638
21
Weighted salary (US$) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
---
MAX
138,091
95%
119,219
Q3
93,633
AVG
77,663
MEDIAN
70,755
Q1
62,632
5%
53,100
MIN
42,406
RANGE
95,685
IQR
31,001
STD
20,947
VAR
438.8M
KURT.
0.368
SKEW
0.976
SUM
4.3M
22
Weighted salary (US$) 2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
49
(89%)
ZEROES:
7
(13%)
MAX
124k
95%
114k
Q3
86k
AVG
67k
MEDIAN
67k
Q1
60k
5%
0k
MIN
0k
RANGE
124k
IQR
25,379
STD
31,062
VAR
964.8M
KURT.
0.730
SKEW
-0.803
SUM
3.7M
23
Value for money rank 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
---
MAX
98.0
95%
92.3
Q3
74.5
MEDIAN
52.0
AVG
49.9
Q1
23.5
5%
4.4
MIN
1.0
RANGE
97.0
IQR
51.0
STD
30.1
VAR
909
KURT.
-1.32
SKEW
-0.079
SUM
2,742
24
Value for money rank 2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
49
(89%)
ZEROES:
7
(13%)
MAX
97.0
95%
90.3
Q3
71.5
AVG
42.9
MEDIAN
39.0
Q1
11.5
5%
0.0
MIN
0.0
RANGE
97.0
IQR
60.0
STD
32.9
VAR
1,083
KURT.
-1.47
SKEW
0.086
SUM
2,362
25
International faculty (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
39
(71%)
ZEROES:
---
MAX
85.0
95%
82.3
Q3
67.0
AVG
45.5
MEDIAN
44.0
Q1
27.0
5%
2.0
MIN
1.0
RANGE
84.0
IQR
40.0
STD
25.5
VAR
652
KURT.
-1.08
SKEW
-0.200
SUM
2,500
26
International students (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
42
(76%)
ZEROES:
3
(5%)
MAX
98.0
95%
95.3
Q3
72.5
AVG
46.8
MEDIAN
41.0
Q1
26.0
5%
4.2
MIN
0.0
RANGE
98.0
IQR
46.5
STD
29.5
VAR
871
KURT.
-1.08
SKEW
0.269
SUM
2,572
27
Aims achieved (%) 2022
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
---
MAX
95.6
95%
90.3
Q3
87.1
AVG
85.3
MEDIAN
84.5
Q1
83.2
5%
81.2
MIN
80.4
RANGE
15.1
IQR
3.92
STD
3.04
VAR
9.22
KURT.
1.08
SKEW
0.843
SUM
4,693
28
Internships (%)
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
14
(25%)
29
Average course length (months)
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
27
(49%)
ZEROES:
---
MAX
34.0
95%
31.3
Q3
27.0
MEDIAN
22.0
AVG
21.5
Q1
15.3
5%
11.4
MIN
8.8
RANGE
25.2
IQR
11.7
STD
6.82
VAR
46.5
KURT.
-1.06
SKEW
-0.120
SUM
1,180
30
Length of Programme(terms)
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
5
(9%)
31
Rank Change 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
26
(47%)
ZEROES:
11
(20%)
MAX
35.0
95%
14.4
Q3
4.0
AVG
0.8
MEDIAN
0.0
Q1
-3.5
5%
-14.0
MIN
-17.0
RANGE
52.0
IQR
7.50
STD
9.37
VAR
87.8
KURT.
4.11
SKEW
1.33
SUM
42.0
32
Rank Change 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
24
(44%)
ZEROES:
17
(31%)
MAX
20.0
95%
15.9
Q3
3.5
AVG
0.2
MEDIAN
0.0
Q1
-4.5
5%
-11.9
MIN
-16.0
RANGE
36.0
IQR
8.00
STD
7.88
VAR
62.0
KURT.
0.511
SKEW
0.378
SUM
10.0
33
Careers service rank 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
32
(58%)
ZEROES:
13
(24%)
MAX
49.0
95%
24.9
Q3
5.5
MEDIAN
0.0
AVG
-0.3
Q1
-6.0
5%
-26.0
MIN
-43.0
RANGE
92.0
IQR
11.5
STD
15.9
VAR
253
KURT.
2.50
SKEW
0.237
SUM
-16.0
34
Careers service rank 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
24
(44%)
ZEROES:
16
(29%)
MAX
41.0
95%
20.9
Q3
7.0
AVG
2.6
MEDIAN
0.0
Q1
-2.5
5%
-15.2
MIN
-21.0
RANGE
62.0
IQR
9.50
STD
11.0
VAR
120
KURT.
2.24
SKEW
0.770
SUM
141
35
International course experience rank 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
20
(36%)
ZEROES:
29
(53%)
MAX
41.0
95%
19.0
Q3
1.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
-10.9
MIN
-20.0
RANGE
61.0
IQR
1.00
STD
9.32
VAR
86.9
KURT.
5.91
SKEW
1.54
SUM
50.0
36
International course experience rank 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
10
(18%)
37
International work mobility rank 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
24
(44%)
ZEROES:
9
(16%)
MAX
36.0
95%
12.9
Q3
2.0
AVG
0.1
MEDIAN
-1.0
Q1
-4.0
5%
-10.5
MIN
-18.0
RANGE
54.0
IQR
6.00
STD
8.31
VAR
69.1
KURT.
5.75
SKEW
1.49
SUM
3.00
38
International work mobility rank 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
24
(44%)
ZEROES:
14
(25%)
MAX
19.0
95%
15.2
Q3
7.0
AVG
0.5
MEDIAN
0.0
Q1
-2.0
5%
-13.3
MIN
-44.0
RANGE
63.0
IQR
9.00
STD
10.2
VAR
104
KURT.
5.70
SKEW
-1.45
SUM
30.0
39
Career progress rank 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
41
(75%)
ZEROES:
9
(16%)
MAX
79
95%
49
Q3
20
MEDIAN
0
AVG
-1
Q1
-15
5%
-75
MIN
-87
RANGE
166
IQR
35.0
STD
36.4
VAR
1,322
KURT.
0.301
SKEW
-0.568
SUM
-76.0
40
Career progress rank 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
35
(64%)
ZEROES:
17
(31%)
MAX
85
95%
69
Q3
10
AVG
4
MEDIAN
0
Q1
-11
5%
-41
MIN
-59
RANGE
144
IQR
21.0
STD
31.9
VAR
1,018
KURT.
0.767
SKEW
0.786
SUM
238
41
Value for money rank 2022-2021
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
21
(38%)
ZEROES:
14
(25%)
MAX
21.0
95%
8.2
Q3
3.0
AVG
0.3
MEDIAN
0.0
Q1
-0.5
5%
-11.3
MIN
-19.0
RANGE
40.0
IQR
3.50
STD
6.09
VAR
37.1
KURT.
3.61
SKEW
-0.197
SUM
16.0
42
Value for money rank 2021-2020
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
17
(31%)
ZEROES:
16
(29%)
MAX
14.0
95%
9.3
Q3
4.0
AVG
1.3
MEDIAN
1.0
Q1
0.0
5%
-5.4
MIN
-24.0
RANGE
38.0
IQR
4.00
STD
5.94
VAR
35.3
KURT.
6.39
SKEW
-1.65
SUM
72.0
43
Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
52
(95%)
ZEROES:
4
(7%)
MAX
0.588
95%
0.531
Q3
0.216
AVG
0.151
MEDIAN
0.089
Q1
0.046
5%
0.000
MIN
0.000
RANGE
0.588
IQR
0.170
STD
0.152
VAR
0.023
KURT.
1.59
SKEW
1.51
SUM
8.29
44
Careers service Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
52
(95%)
ZEROES:
4
(7%)
MAX
0.755
95%
0.515
Q3
0.314
AVG
0.228
MEDIAN
0.199
Q1
0.100
5%
0.000
MIN
0.000
RANGE
0.755
IQR
0.215
STD
0.166
VAR
0.028
KURT.
0.534
SKEW
0.823
SUM
12.6
45
International course experience Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
51
(93%)
ZEROES:
5
(9%)
MAX
0.772
95%
0.475
Q3
0.236
AVG
0.180
MEDIAN
0.134
Q1
0.080
5%
0.000
MIN
0.000
RANGE
0.772
IQR
0.156
STD
0.160
VAR
0.026
KURT.
3.18
SKEW
1.63
SUM
9.90
46
International work mobility Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
53
(96%)
ZEROES:
3
(5%)
MAX
1.04
95%
0.60
Q3
0.32
AVG
0.22
MEDIAN
0.16
Q1
0.08
5%
0.01
MIN
0.00
RANGE
1.04
IQR
0.238
STD
0.208
VAR
0.043
KURT.
4.47
SKEW
1.88
SUM
12.1
47
Career progress Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
55
(100%)
ZEROES:
1
(2%)
MAX
1.88
95%
1.15
Q3
0.61
AVG
0.43
MEDIAN
0.30
Q1
0.18
5%
0.05
MIN
0.00
RANGE
1.88
IQR
0.435
STD
0.378
VAR
0.143
KURT.
3.07
SKEW
1.65
SUM
23.9
48
Value for money Rank Stability
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
52
(95%)
ZEROES:
4
(7%)
MAX
0.588
95%
0.531
Q3
0.216
AVG
0.151
MEDIAN
0.089
Q1
0.046
5%
0.000
MIN
0.000
RANGE
0.588
IQR
0.170
STD
0.152
VAR
0.023
KURT.
1.59
SKEW
1.51
SUM
8.29
49
Faculty Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
15
(27%)
ZEROES:
25
(45%)
MAX
4.7
95%
1.4
Q3
0.0
MEDIAN
0.0
AVG
-0.6
Q1
-0.8
5%
-4.7
MIN
-5.5
RANGE
10.2
IQR
0.833
STD
1.78
VAR
3.16
KURT.
2.27
SKEW
-0.589
SUM
-33.5
50
International Board Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
29
(53%)
ZEROES:
15
(27%)
MAX
24.0
95%
4.1
Q3
0.5
MEDIAN
0.0
AVG
-1.5
Q1
-4.2
5%
-11.2
MIN
-27.0
RANGE
51.0
IQR
4.67
STD
6.82
VAR
46.5
KURT.
6.20
SKEW
-0.123
SUM
-80.3
51
Women on board Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
31
(56%)
ZEROES:
14
(25%)
MAX
8.0
95%
5.2
Q3
0.8
MEDIAN
0.0
AVG
-0.8
Q1
-1.8
5%
-6.5
MIN
-28.0
RANGE
36.0
IQR
2.67
STD
4.87
VAR
23.7
KURT.
17.7
SKEW
-3.22
SUM
-45.2
52
International faculty Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
29
(53%)
ZEROES:
5
(9%)
MAX
5.0
95%
4.1
Q3
0.3
MEDIAN
-0.7
AVG
-1.1
Q1
-2.5
5%
-5.3
MIN
-14.0
RANGE
19.0
IQR
2.83
STD
3.08
VAR
9.46
KURT.
5.08
SKEW
-1.25
SUM
-58.5
53
International students Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
29
(53%)
ZEROES:
12
(22%)
MAX
11.0
95%
8.6
Q3
1.3
MEDIAN
0.0
AVG
-0.4
Q1
-2.2
5%
-6.8
MIN
-15.0
RANGE
26.0
IQR
3.50
STD
4.37
VAR
19.1
KURT.
3.03
SKEW
-0.149
SUM
-19.8
54
Female students (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
5.0
95%
2.7
Q3
1.1
MEDIAN
-0.2
AVG
-0.8
Q1
-1.7
5%
-4.8
MIN
-19.0
RANGE
24.0
IQR
2.76
STD
3.38
VAR
11.4
KURT.
15.1
SKEW
-2.97
SUM
-43.8
55
Female faculty (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
5.0
95%
2.7
Q3
1.1
MEDIAN
-0.2
AVG
-0.8
Q1
-1.7
5%
-4.8
MIN
-19.0
RANGE
24.0
IQR
2.76
STD
3.38
VAR
11.4
KURT.
15.1
SKEW
-2.97
SUM
-43.8
56
Women on board (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
5.0
95%
2.7
Q3
1.1
MEDIAN
-0.2
AVG
-0.8
Q1
-1.7
5%
-4.8
MIN
-19.0
RANGE
24.0
IQR
2.76
STD
3.38
VAR
11.4
KURT.
15.1
SKEW
-2.97
SUM
-43.8
57
Satisfaction Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
40
(73%)
ZEROES:
8
(15%)
MAX
0.64
95%
0.23
Q3
0.08
AVG
0.00
MEDIAN
0.00
Q1
-0.09
5%
-0.22
MIN
-0.38
RANGE
1.02
IQR
0.172
STD
0.164
VAR
0.027
KURT.
3.31
SKEW
1.01
SUM
0.080
58
International students (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
16.2
95%
3.8
Q3
0.9
MEDIAN
-0.2
AVG
-0.5
Q1
-2.9
5%
-6.6
MIN
-11.0
RANGE
27.2
IQR
3.83
STD
4.00
VAR
16.0
KURT.
5.19
SKEW
1.01
SUM
-28.9
59
International faculty (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
16.2
95%
3.8
Q3
0.9
MEDIAN
-0.2
AVG
-0.5
Q1
-2.9
5%
-6.6
MIN
-11.0
RANGE
27.2
IQR
3.83
STD
4.00
VAR
16.0
KURT.
5.19
SKEW
1.01
SUM
-28.9
60
International board (%) 2022 Change
VALUES:
55
(100%)
MISSING:
---
DISTINCT:
44
(80%)
ZEROES:
5
(9%)
MAX
16.2
95%
3.8
Q3
0.9
MEDIAN
-0.2
AVG
-0.5
Q1
-2.9
5%
-6.6
MIN
-11.0
RANGE
27.2
IQR
3.83
STD
4.00
VAR
16.0
KURT.
5.19
SKEW
1.01
SUM
-28.9
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
School Name
MISSING:
---
1
2%
-
-
University of St Gallen
1
2%
-
-
Singapore Management University: Lee Kong Chian
1
2%
-
-
Hanken School of Economics
1
2%
-
-
Durham University Business School
1
2%
-
-
Solvay Brussels School of Economics and Management
1
2%
-
-
University of Victoria: Gustavson
1
2%
-
-
EM Normandie Business School
1
2%
-
-
EM Strasbourg Business School
1
2%
-
-
NHH Norwegian School of Economics
1
2%
-
-
Alliance Manchester Business School
1
2%
-
-
Tum School of Management
1
2%
-
-
Burgundy School of Business
1
2%
-
-
Iscte Business School
1
2%
-
-
Excelia Business School
1
2%
-
-
Nyenrode Business Universiteit
1
2%
-
-
Politecnico di Milano School of Management
1
2%
-
-
ESC Clermont Business School
1
2%
-
-
ESMT Berlin
1
2%
-
-
Tilburg University, School of Economics and Management
1
2%
-
-
Indian Institute of Management Udaipur
1
2%
-
-
Trinity College Dublin, Trinity Business School
1
2%
-
-
SP Jain Institute of Management & Research (SPJIMR)
1
2%
-
-
ZHAW School of Management and Law
1
2%
-
-
Indian Institute of Management Lucknow
1
2%
-
-
Deusto/Audencia/Bradford
1
2%
-
-
Rabat Business School
1
2%
-
-
University of Cologne
1
2%
-
-
Essca School of Management
1
2%
-
-
London Business School
1
2%
-
-
Neoma Business School
1
2%
-
-
Essec Business School
1
2%
-
-
SDA Bocconi/Università Bocconi
1
2%
-
-
University College Dublin: Smurfit
1
2%
-
-
Rotterdam School of Management, Erasmus University
1
2%
-
-
University of Mannheim
1
2%
-
-
WHU – Otto Beisheim School of Management
1
2%
-
-
Warwick Business School
1
2%
-
-
The University of Sydney Business School
1
2%
-
-
HEC Lausanne, University of Lausanne
1
2%
-
-
Tongji University School of Economics and Management
1
2%
-
-
EMLyon Business School
1
2%
-
-
Grenoble Ecole de Management
1
2%
-
-
Institut Mines-Télécom Business School
1
2%
-
-
IQS/FJU/LMU
1
2%
-
-
Antwerp Management School
1
2%
-
-
Aalto University
1
2%
-
-
University of British Columbia: Sauder
1
2%
-
-
IAE Aix-Marseille Graduate School of Management
1
2%
-
-
MBS (Montpellier Business School)
1
2%
-
-
Queen's University: Smith
1
2%
-
-
Hult International Business School
1
2%
-
-
Louvain School of Management, UCLouvain
1
2%
-
-
ICN Business School
1
2%
-
-
SGH Warsaw School of Economics
1
2%
-
-
Lucerne School of Business
LinkedIn Followers
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank in 2022
-0.37
Average course length (months)
-0.32
International students (%) 2022
0.31
International faculty (%) 2022
0.31
International work mobility Rank Stability
0.27
Aims achieved (%) 2022
0.25
Overall satisfaction 2022
0.25
Citations per Faculty
0.23
Threeyear average 2022
-0.22
Weighted salary (US$) 2022
0.21
Instagram engagement %
-0.20
International board (%) 2022
0.20
Faculty with doctorates (%) 2022
0.20
Weighted salary (US$) 2021
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.82
Average Experience of Faculty
0.48
Length of Programme(terms)
0.31
International course experience rank 2021-2020
0.27
MOST FREQUENT VALUES
114985.0
1
1.8%
183301.0
1
1.8%
22793.0
1
1.8%
26574.0
1
1.8%
39255.0
1
1.8%
3254.0
1
1.8%
46775.0
1
1.8%
42031.0
1
1.8%
54557.0
1
1.8%
91101.0
1
1.8%
24302.0
1
1.8%
28587.0
1
1.8%
26942.0
1
1.8%
35941.0
1
1.8%
108970.0
1
1.8%
SMALLEST VALUES
39.0
1
1.8%
421.0
1
1.8%
711.0
1
1.8%
3254.0
1
1.8%
6604.0
1
1.8%
15782.0
1
1.8%
16452.0
1
1.8%
19613.0
1
1.8%
20691.0
1
1.8%
20797.0
1
1.8%
22126.0
1
1.8%
22793.0
1
1.8%
24302.0
1
1.8%
24632.0
1
1.8%
26574.0
1
1.8%
LARGEST VALUES
536866.0
1
1.8%
308968.0
1
1.8%
219525.0
1
1.8%
190577.0
1
1.8%
183301.0
1
1.8%
141272.0
1
1.8%
133945.0
1
1.8%
128881.0
1
1.8%
124001.0
1
1.8%
122781.0
1
1.8%
122655.0
1
1.8%
114985.0
1
1.8%
114255.0
1
1.8%
108970.0
1
1.8%
104116.0
1
1.8%
Instagram engagement %
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average course length (months)
0.45
Female faculty (%) 2022
0.44
International students Change
-0.35
International course experience rank 2022-2021
0.30
Rank Change 2022-2021
-0.30
Research Quality
-0.27
Women on board (%) 2022
0.27
International work mobility Rank Stability
-0.27
Faculty with doctorates (%) 2022
0.25
International Board Change
-0.24
LinkedIn Followers
-0.20
Satisfaction Change
0.20
International students (%) 2022
-0.19
Aims achieved (%) 2022
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.51
Length of Programme(terms)
0.39
Average Experience of Faculty
0.33
International course experience rank 2021-2020
0.30
MOST FREQUENT VALUES
1.2
4
7.3%
1.4
4
7.3%
1.5
3
5.5%
2.82
2
3.6%
1.3
2
3.6%
0.92
2
3.6%
0.68
2
3.6%
2.76
1
1.8%
1.36
1
1.8%
2.25
1
1.8%
2.5
1
1.8%
1.76
1
1.8%
0.97
1
1.8%
2.63
1
1.8%
3.74
1
1.8%
SMALLEST VALUES
0.41
1
1.8%
0.45
1
1.8%
0.6
1
1.8%
0.65
1
1.8%
0.68
2
3.6%
0.86
1
1.8%
0.89
1
1.8%
0.9
1
1.8%
0.92
2
3.6%
0.97
1
1.8%
1.2
4
7.3%
1.3
2
3.6%
1.36
1
1.8%
1.4
4
7.3%
1.41
1
1.8%
LARGEST VALUES
5.0
1
1.8%
4.71
1
1.8%
4.5
1
1.8%
3.8
1
1.8%
3.74
1
1.8%
3.6
1
1.8%
3.36
1
1.8%
3.29
1
1.8%
3.28
1
1.8%
3.2
1
1.8%
3.13
1
1.8%
2.82
2
3.6%
2.76
1
1.8%
2.63
1
1.8%
2.53
1
1.8%
Google Rating
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female faculty (%) 2022
-0.47
Citations per Faculty
0.46
International faculty Change
0.40
Value for money rank 2022-2021
0.37
Overall satisfaction 2022
0.34
International course experience rank 2022-2021
0.33
Weighted salary (US$) 2022
0.29
Research Quality
0.29
Salary percentage increase 2021
0.28
Career progress rank 2021-2020
0.27
Careers service rank 2022-2021
0.27
Female students (%) 2022 Change
0.26
Female faculty (%) 2022 Change
0.26
Women on board (%) 2022 Change
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.63
Average Experience of Faculty
0.59
International course experience rank 2021-2020
0.45
Length of Programme(terms)
0.18
MOST FREQUENT VALUES
4.5
14
25.5%
4.4
10
18.2%
4.7
6
10.9%
4.6
6
10.9%
4.3
4
7.3%
4.0
4
7.3%
3.9
3
5.5%
4.8
2
3.6%
5.0
2
3.6%
4.2
2
3.6%
3.7
1
1.8%
3.8
1
1.8%
SMALLEST VALUES
3.7
1
1.8%
3.8
1
1.8%
3.9
3
5.5%
4.0
4
7.3%
4.2
2
3.6%
4.3
4
7.3%
4.4
10
18.2%
4.5
14
25.5%
4.6
6
10.9%
4.7
6
10.9%
4.8
2
3.6%
5.0
2
3.6%
LARGEST VALUES
5.0
2
3.6%
4.8
2
3.6%
4.7
6
10.9%
4.6
6
10.9%
4.5
14
25.5%
4.4
10
18.2%
4.3
4
7.3%
4.2
2
3.6%
4.0
4
7.3%
3.9
3
5.5%
3.8
1
1.8%
3.7
1
1.8%
Google Number of Reviews
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weighted salary (US$) 2022
0.35
International faculty (%) 2022
-0.25
Female faculty (%) 2022
-0.24
International students (%) 2022
-0.24
International board (%) 2022
-0.23
Salary percentage increase 2021
-0.22
Value for money rank 2022-2021
-0.21
Weighted salary (US$) 2021
0.20
Threeyear average 2022
-0.20
Rank Change 2022-2021
-0.20
International course experience rank 2022-2021
-0.20
Satisfaction Change
-0.17
Women on board Change
0.16
Instagram engagement %
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
0.39
Average Experience of Faculty
0.30
Internships (%)
0.27
International course experience rank 2021-2020
0.13
MOST FREQUENT VALUES
103.0
3
5.5%
2.0
3
5.5%
80.0
2
3.6%
217.0
1
1.8%
356.0
1
1.8%
87.0
1
1.8%
130.0
1
1.8%
94.0
1
1.8%
108.0
1
1.8%
68.0
1
1.8%
84.0
1
1.8%
31.0
1
1.8%
60.0
1
1.8%
125.0
1
1.8%
166.0
1
1.8%
SMALLEST VALUES
2.0
3
5.5%
5.0
1
1.8%
12.0
1
1.8%
16.0
1
1.8%
31.0
1
1.8%
35.0
1
1.8%
36.0
1
1.8%
40.0
1
1.8%
43.0
1
1.8%
55.0
1
1.8%
60.0
1
1.8%
65.0
1
1.8%
68.0
1
1.8%
71.0
1
1.8%
80.0
2
3.6%
LARGEST VALUES
2255.0
1
1.8%
459.0
1
1.8%
455.0
1
1.8%
374.0
1
1.8%
356.0
1
1.8%
322.0
1
1.8%
266.0
1
1.8%
256.0
1
1.8%
234.0
1
1.8%
221.0
1
1.8%
217.0
1
1.8%
212.0
1
1.8%
211.0
1
1.8%
199.0
1
1.8%
197.0
1
1.8%
Research Quality
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female students (%) 2022 Change
0.43
Female faculty (%) 2022 Change
0.43
Women on board (%) 2022 Change
0.43
Google Rating
0.29
Female faculty (%) 2022
-0.29
Instagram engagement %
-0.27
Salary percentage increase 2022
-0.26
Threeyear average 2022
0.25
Career progress rank 2021-2020
0.22
International work mobility Rank Stability
0.22
Citations per Faculty
-0.19
International students (%) 2022
0.19
International students Change
0.18
International faculty Change
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.56
Length of Programme(terms)
0.37
International course experience rank 2021-2020
0.35
Average Experience of Faculty
0.21
MOST FREQUENT VALUES
80.0
13
23.6%
75.0
6
10.9%
85.0
6
10.9%
84.0
2
3.6%
88.0
2
3.6%
92.0
2
3.6%
81.4
1
1.8%
73.1
1
1.8%
85.6
1
1.8%
83.5
1
1.8%
56.3
1
1.8%
74.7
1
1.8%
70.0
1
1.8%
86.0
1
1.8%
83.0
1
1.8%
SMALLEST VALUES
24.1
1
1.8%
24.8
1
1.8%
24.9
1
1.8%
56.3
1
1.8%
68.2
1
1.8%
69.5
1
1.8%
70.0
1
1.8%
73.1
1
1.8%
74.7
1
1.8%
75.0
6
10.9%
79.7
1
1.8%
80.0
13
23.6%
81.0
1
1.8%
81.4
1
1.8%
82.0
1
1.8%
LARGEST VALUES
96.9
1
1.8%
95.4
1
1.8%
92.5
1
1.8%
92.0
2
3.6%
90.2
1
1.8%
90.0
1
1.8%
89.0
1
1.8%
88.0
2
3.6%
87.3
1
1.8%
86.0
1
1.8%
85.6
1
1.8%
85.0
6
10.9%
84.0
2
3.6%
83.5
1
1.8%
83.0
1
1.8%
Citations per Faculty
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Google Rating
0.46
Salary percentage increase 2021
0.41
International course experience rank 2022-2021
0.37
Rank in 2022
-0.34
Weighted salary (US$) 2021
0.29
Faculty with doctorates (%) 2021
0.28
Overall satisfaction 2021
0.26
Value for money rank 2022-2021
0.25
Students per Staff
0.23
LinkedIn Followers
0.23
International course experience Rank Stability
0.21
International students (%) 2022
0.21
Careers service rank 2021-2020
0.20
Weighted salary (US$) 2022
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.53
Internships (%)
0.51
Length of Programme(terms)
0.38
International course experience rank 2021-2020
0.31
MOST FREQUENT VALUES
19.0
5
9.1%
22.0
5
9.1%
20.0
5
9.1%
23.0
5
9.1%
24.0
3
5.5%
18.0
3
5.5%
25.0
2
3.6%
21.0
2
3.6%
45.1
2
3.6%
31.2
1
1.8%
34.6
1
1.8%
53.3
1
1.8%
23.1
1
1.8%
59.2
1
1.8%
55.6
1
1.8%
SMALLEST VALUES
18.0
3
5.5%
19.0
5
9.1%
20.0
5
9.1%
21.0
2
3.6%
22.0
5
9.1%
22.8
1
1.8%
23.0
5
9.1%
23.1
1
1.8%
24.0
3
5.5%
24.5
1
1.8%
25.0
2
3.6%
31.2
1
1.8%
34.6
1
1.8%
38.9
1
1.8%
45.1
2
3.6%
LARGEST VALUES
93.5
1
1.8%
91.8
1
1.8%
81.0
1
1.8%
79.7
1
1.8%
79.4
1
1.8%
76.5
1
1.8%
65.1
1
1.8%
59.2
1
1.8%
57.6
1
1.8%
57.0
1
1.8%
55.6
1
1.8%
55.5
1
1.8%
53.4
1
1.8%
53.3
1
1.8%
49.2
1
1.8%
Average Experience of Faculty
MISSING:
---
TOP CATEGORIES
10.0
18
33%
14.0
17
31%
13.0
7
13%
15.0
5
9%
9.0
4
7%
11.0
2
4%
8.0
2
4%
ALL
55
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Average Experience of Faculty
PROVIDES INFORMATION ON...
Internships (%)
0.29
International course experience rank 2021-2020
0.26
Length of Programme(terms)
0.17

THESE FEATURES
GIVE INFORMATION
ON Average Experience of Faculty:
Internships (%)
0.29
International course experience rank 2021-2020
0.20
Length of Programme(terms)
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
CORRELATION RATIO WITH...
Google Rating
0.59
Careers service rank 2022-2021
0.54
Weighted salary (US$) 2022
0.54
Citations per Faculty
0.53
Overall satisfaction 2022
0.51
Rank in 2022
0.51
LinkedIn Followers
0.48
International board (%) 2022
0.47
Female faculty (%) 2022
0.46
Faculty with doctorates (%) 2022
0.46
Careers service rank 2021-2020
0.45
International students (%) 2022 Change
0.44
International faculty (%) 2022 Change
0.44
International board (%) 2022 Change
0.44
Students per Staff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International course experience Rank Stability
0.33
International course experience rank 2022-2021
0.28
Citations per Faculty
0.23
Career progress rank 2021-2020
-0.21
Value for money rank 2022
-0.20
Aims achieved (%) 2022
0.18
Weighted salary (US$) 2022
0.16
Rank in 2022
-0.15
Careers service rank 2022-2021
0.15
International faculty (%) 2022
-0.15
Value for money rank 2021
-0.14
Careers service Rank Stability
0.12
Overall satisfaction 2022
0.12
Rank Change 2021-2020
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.72
Average Experience of Faculty
0.27
International course experience rank 2021-2020
0.25
Length of Programme(terms)
0.22
MOST FREQUENT VALUES
15.0
12
21.8%
16.0
8
14.5%
15.1
6
10.9%
14.1
5
9.1%
14.0
2
3.6%
31.8
1
1.8%
13.1
1
1.8%
17.1
1
1.8%
26.7
1
1.8%
40.0
1
1.8%
28.7
1
1.8%
16.5
1
1.8%
20.5
1
1.8%
20.4
1
1.8%
12.9
1
1.8%
SMALLEST VALUES
10.5
1
1.8%
11.3
1
1.8%
12.6
1
1.8%
12.9
1
1.8%
13.1
1
1.8%
13.3
1
1.8%
14.0
2
3.6%
14.1
5
9.1%
14.4
1
1.8%
15.0
12
21.8%
15.1
6
10.9%
16.0
8
14.5%
16.1
1
1.8%
16.5
1
1.8%
17.1
1
1.8%
LARGEST VALUES
57.1
1
1.8%
40.0
1
1.8%
36.0
1
1.8%
31.8
1
1.8%
31.3
1
1.8%
28.7
1
1.8%
26.7
1
1.8%
23.1
1
1.8%
20.7
1
1.8%
20.5
1
1.8%
20.4
1
1.8%
19.4
1
1.8%
17.1
1
1.8%
16.5
1
1.8%
16.1
1
1.8%
International board (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International faculty (%) 2022
0.44
International students (%) 2022 Change
0.41
International faculty (%) 2022 Change
0.41
International board (%) 2022 Change
0.41
Women on board (%) 2022
0.39
Rank Stability
-0.33
Value for money Rank Stability
-0.33
Female faculty (%) 2022
0.30
Careers service Rank Stability
-0.29
International Board Change
-0.28
International course experience rank 2022-2021
-0.28
International students Change
-0.27
International faculty Change
-0.25
Weighted salary (US$) 2022
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.47
Internships (%)
0.45
International course experience rank 2021-2020
0.19
Length of Programme(terms)
0.14
MOST FREQUENT VALUES
43.0
3
5.5%
67.0
3
5.5%
12.0
3
5.5%
0.0
3
5.5%
90.0
2
3.6%
8.0
2
3.6%
44.0
2
3.6%
20.0
2
3.6%
25.0
2
3.6%
33.0
2
3.6%
29.0
2
3.6%
75.0
2
3.6%
60.0
2
3.6%
10.0
2
3.6%
42.0
1
1.8%
SMALLEST VALUES
0.0
3
5.5%
8.0
2
3.6%
10.0
2
3.6%
11.0
1
1.8%
12.0
3
5.5%
13.0
1
1.8%
18.0
1
1.8%
20.0
2
3.6%
25.0
2
3.6%
27.0
1
1.8%
29.0
2
3.6%
31.0
1
1.8%
33.0
2
3.6%
36.0
1
1.8%
37.0
1
1.8%
LARGEST VALUES
90.0
2
3.6%
87.0
1
1.8%
82.0
1
1.8%
81.0
1
1.8%
75.0
2
3.6%
73.0
1
1.8%
70.0
1
1.8%
67.0
3
5.5%
64.0
1
1.8%
63.0
1
1.8%
62.0
1
1.8%
60.0
2
3.6%
55.0
1
1.8%
54.0
1
1.8%
53.0
1
1.8%
Threeyear average 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Aims achieved (%) 2022
-0.51
Rank in 2022
0.43
Overall satisfaction 2021
0.40
Faculty with doctorates (%) 2021
0.39
Weighted salary (US$) 2022
-0.39
International students Change
0.34
Value for money rank 2021
0.26
Research Quality
0.25
Careers service rank 2021-2020
0.24
Salary percentage increase 2021
0.22
Overall satisfaction 2022
-0.22
LinkedIn Followers
-0.22
Female students (%) 2022 Change
0.21
Female faculty (%) 2022 Change
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.44
Internships (%)
0.42
Average Experience of Faculty
0.36
Length of Programme(terms)
0.25
MOST FREQUENT VALUES
0.0
13
23.6%
31.0
2
3.6%
5.0
2
3.6%
58.0
2
3.6%
56.0
2
3.6%
75.0
2
3.6%
42.0
2
3.6%
66.0
2
3.6%
15.0
2
3.6%
68.0
2
3.6%
84.0
1
1.8%
76.0
1
1.8%
62.0
1
1.8%
82.0
1
1.8%
16.0
1
1.8%
SMALLEST VALUES
0.0
13
23.6%
1.0
1
1.8%
4.0
1
1.8%
5.0
2
3.6%
6.0
1
1.8%
15.0
2
3.6%
16.0
1
1.8%
19.0
1
1.8%
20.0
1
1.8%
25.0
1
1.8%
29.0
1
1.8%
30.0
1
1.8%
31.0
2
3.6%
35.0
1
1.8%
40.0
1
1.8%
LARGEST VALUES
92.0
1
1.8%
84.0
1
1.8%
82.0
1
1.8%
79.0
1
1.8%
78.0
1
1.8%
76.0
1
1.8%
75.0
2
3.6%
72.0
1
1.8%
69.0
1
1.8%
68.0
2
3.6%
67.0
1
1.8%
66.0
2
3.6%
62.0
1
1.8%
59.0
1
1.8%
58.0
2
3.6%
Faculty with doctorates (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Careers service rank 2022-2021
-0.34
International students Change
-0.34
Rank in 2022
-0.30
Average course length (months)
0.29
Faculty with doctorates (%) 2021
0.29
International work mobility rank 2021-2020
0.28
International course experience rank 2022-2021
0.26
Instagram engagement %
0.25
Overall satisfaction 2022
0.24
Women on board (%) 2022
0.22
Google Rating
0.21
LinkedIn Followers
0.20
Rank Change 2021-2020
-0.20
Citations per Faculty
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.61
Internships (%)
0.56
Average Experience of Faculty
0.46
Length of Programme(terms)
0.32
MOST FREQUENT VALUES
100.0
15
27.3%
98.0
6
10.9%
95.0
5
9.1%
99.0
5
9.1%
93.0
3
5.5%
86.0
3
5.5%
96.0
3
5.5%
90.0
2
3.6%
94.0
2
3.6%
91.0
2
3.6%
84.0
1
1.8%
88.0
1
1.8%
68.0
1
1.8%
97.0
1
1.8%
85.0
1
1.8%
SMALLEST VALUES
62.0
1
1.8%
68.0
1
1.8%
82.0
1
1.8%
84.0
1
1.8%
85.0
1
1.8%
86.0
3
5.5%
87.0
1
1.8%
88.0
1
1.8%
90.0
2
3.6%
91.0
2
3.6%
92.0
1
1.8%
93.0
3
5.5%
94.0
2
3.6%
95.0
5
9.1%
96.0
3
5.5%
LARGEST VALUES
100.0
15
27.3%
99.0
5
9.1%
98.0
6
10.9%
97.0
1
1.8%
96.0
3
5.5%
95.0
5
9.1%
94.0
2
3.6%
93.0
3
5.5%
92.0
1
1.8%
91.0
2
3.6%
90.0
2
3.6%
88.0
1
1.8%
87.0
1
1.8%
86.0
3
5.5%
85.0
1
1.8%
Faculty with doctorates (%) 2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Overall satisfaction 2021
0.97
Weighted salary (US$) 2021
0.83
Salary percentage increase 2021
0.79
Value for money rank 2021
0.49
Threeyear average 2022
0.39
Rank in 2022
-0.35
Overall satisfaction 2022
0.32
Female students (%) 2022 Change
0.31
Female faculty (%) 2022 Change
0.31
Women on board (%) 2022 Change
0.31
Faculty with doctorates (%) 2022
0.29
Citations per Faculty
0.28
Careers service Rank Stability
0.28
International course experience Rank Stability
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.42
Average Experience of Faculty
0.32
International course experience rank 2021-2020
0.30
Length of Programme(terms)
0.23
MOST FREQUENT VALUES
100.0
14
25.5%
99.0
7
12.7%
0.0
7
12.7%
95.0
4
7.3%
98.0
3
5.5%
96.0
3
5.5%
94.0
3
5.5%
92.0
3
5.5%
91.0
2
3.6%
81.0
1
1.8%
85.0
1
1.8%
88.0
1
1.8%
65.0
1
1.8%
97.0
1
1.8%
90.0
1
1.8%
SMALLEST VALUES
0.0
7
12.7%
65.0
1
1.8%
67.0
1
1.8%
81.0
1
1.8%
84.0
1
1.8%
85.0
1
1.8%
86.0
1
1.8%
88.0
1
1.8%
90.0
1
1.8%
91.0
2
3.6%
92.0
3
5.5%
94.0
3
5.5%
95.0
4
7.3%
96.0
3
5.5%
97.0
1
1.8%
LARGEST VALUES
100.0
14
25.5%
99.0
7
12.7%
98.0
3
5.5%
97.0
1
1.8%
96.0
3
5.5%
95.0
4
7.3%
94.0
3
5.5%
92.0
3
5.5%
91.0
2
3.6%
90.0
1
1.8%
88.0
1
1.8%
86.0
1
1.8%
85.0
1
1.8%
84.0
1
1.8%
81.0
1
1.8%
Rank in 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weighted salary (US$) 2022
-0.64
Aims achieved (%) 2022
-0.59
Weighted salary (US$) 2021
-0.59
Overall satisfaction 2022
-0.56
International course experience Rank Stability
-0.47
Salary percentage increase 2021
-0.45
Threeyear average 2022
0.43
International students (%) 2022
-0.41
Overall satisfaction 2021
-0.37
LinkedIn Followers
-0.37
Faculty with doctorates (%) 2021
-0.35
Citations per Faculty
-0.34
International work mobility Rank Stability
-0.34
Faculty with doctorates (%) 2022
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.62
Average Experience of Faculty
0.51
International course experience rank 2021-2020
0.40
Length of Programme(terms)
0.12
MOST FREQUENT VALUES
62.0
2
3.6%
54.0
2
3.6%
1.0
1
1.8%
69.0
1
1.8%
87.0
1
1.8%
65.0
1
1.8%
76.0
1
1.8%
72.0
1
1.8%
84.0
1
1.8%
92.0
1
1.8%
83.0
1
1.8%
47.0
1
1.8%
74.0
1
1.8%
36.0
1
1.8%
60.0
1
1.8%
SMALLEST VALUES
1.0
1
1.8%
3.0
1
1.8%
6.0
1
1.8%
7.0
1
1.8%
8.0
1
1.8%
9.0
1
1.8%
10.0
1
1.8%
14.0
1
1.8%
20.0
1
1.8%
21.0
1
1.8%
24.0
1
1.8%
27.0
1
1.8%
30.0
1
1.8%
32.0
1
1.8%
35.0
1
1.8%
LARGEST VALUES
100.0
1
1.8%
94.0
1
1.8%
93.0
1
1.8%
92.0
1
1.8%
91.0
1
1.8%
87.0
1
1.8%
86.0
1
1.8%
84.0
1
1.8%
83.0
1
1.8%
81.0
1
1.8%
80.0
1
1.8%
78.0
1
1.8%
77.0
1
1.8%
76.0
1
1.8%
74.0
1
1.8%
Overall satisfaction 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weighted salary (US$) 2022
0.70
Weighted salary (US$) 2021
0.57
Rank in 2022
-0.56
Aims achieved (%) 2022
0.42
Satisfaction Change
-0.39
Overall satisfaction 2021
0.37
Google Rating
0.34
Faculty with doctorates (%) 2021
0.32
International course experience Rank Stability
0.32
Salary percentage increase 2021
0.31
Career progress Rank Stability
-0.31
Careers service Rank Stability
0.30
Careers service rank 2021-2020
-0.28
Female faculty (%) 2022
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.51
Internships (%)
0.48
International course experience rank 2021-2020
0.32
Length of Programme(terms)
0.21
MOST FREQUENT VALUES
8.87
3
5.5%
8.71
2
3.6%
8.65
2
3.6%
9.24
2
3.6%
9.04
2
3.6%
9.18
2
3.6%
9.07
2
3.6%
8.54
2
3.6%
8.63
1
1.8%
8.73
1
1.8%
8.43
1
1.8%
8.79
1
1.8%
8.51
1
1.8%
8.34
1
1.8%
9.17
1
1.8%
SMALLEST VALUES
7.09
1
1.8%
7.81
1
1.8%
7.88
1
1.8%
7.96
1
1.8%
8.0
1
1.8%
8.21
1
1.8%
8.22
1
1.8%
8.34
1
1.8%
8.36
1
1.8%
8.39
1
1.8%
8.43
1
1.8%
8.45
1
1.8%
8.46
1
1.8%
8.47
1
1.8%
8.51
1
1.8%
LARGEST VALUES
9.76
1
1.8%
9.57
1
1.8%
9.47
1
1.8%
9.42
1
1.8%
9.32
1
1.8%
9.26
1
1.8%
9.24
2
3.6%
9.18
2
3.6%
9.17
1
1.8%
9.08
1
1.8%
9.07
2
3.6%
9.04
2
3.6%
9.01
1
1.8%
9.0
1
1.8%
8.97
1
1.8%
Overall satisfaction 2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Faculty with doctorates (%) 2021
0.97
Weighted salary (US$) 2021
0.87
Salary percentage increase 2021
0.80
Value for money rank 2021
0.48
Threeyear average 2022
0.40
Rank in 2022
-0.37
Overall satisfaction 2022
0.37
Careers service Rank Stability
0.35
Weighted salary (US$) 2022
0.30
Female students (%) 2022 Change
0.29
Female faculty (%) 2022 Change
0.29
Women on board (%) 2022 Change
0.29
International course experience Rank Stability
0.28
International work mobility Rank Stability
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.41
Average Experience of Faculty
0.27
International course experience rank 2021-2020
0.26
Length of Programme(terms)
0.25
MOST FREQUENT VALUES
0.0
7
12.7%
8.77
2
3.6%
8.76
2
3.6%
9.12
2
3.6%
8.81
2
3.6%
8.57
2
3.6%
8.69
2
3.6%
8.82
1
1.8%
8.27
1
1.8%
8.64
1
1.8%
9.27
1
1.8%
8.5
1
1.8%
8.55
1
1.8%
9.82
1
1.8%
8.16
1
1.8%
SMALLEST VALUES
0.0
7
12.7%
7.85
1
1.8%
8.16
1
1.8%
8.2
1
1.8%
8.27
1
1.8%
8.37
1
1.8%
8.48
1
1.8%
8.5
1
1.8%
8.53
1
1.8%
8.54
1
1.8%
8.55
1
1.8%
8.57
2
3.6%
8.6
1
1.8%
8.61
1
1.8%
8.64
1
1.8%
LARGEST VALUES
9.82
1
1.8%
9.68
1
1.8%
9.63
1
1.8%
9.56
1
1.8%
9.43
1
1.8%
9.37
1
1.8%
9.31
1
1.8%
9.28
1
1.8%
9.27
1
1.8%
9.26
1
1.8%
9.23
1
1.8%
9.15
1
1.8%
9.14
1
1.8%
9.12
2
3.6%
9.1
1
1.8%
Women on board (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female students (%) 2022 Change
0.40
Female faculty (%) 2022 Change
0.40
Women on board (%) 2022 Change
0.40
International board (%) 2022
0.39
Women on board Change
-0.39
Female faculty (%) 2022
0.33
International faculty (%) 2022
0.32
Weighted salary (US$) 2022
-0.27
Instagram engagement %
0.27
Salary percentage increase 2022
-0.25
International faculty Change
-0.24
Value for money rank 2022-2021
0.23
Faculty with doctorates (%) 2021
0.22
Faculty with doctorates (%) 2022
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.46
International course experience rank 2021-2020
0.40
Length of Programme(terms)
0.34
Average Experience of Faculty
0.31
MOST FREQUENT VALUES
50.0
12
21.8%
25.0
4
7.3%
33.0
3
5.5%
42.0
3
5.5%
24.0
2
3.6%
26.0
2
3.6%
43.0
2
3.6%
40.0
2
3.6%
27.0
2
3.6%
45.0
2
3.6%
46.0
2
3.6%
23.0
2
3.6%
29.0
2
3.6%
30.0
2
3.6%
60.0
2
3.6%
SMALLEST VALUES
17.0
1
1.8%
20.0
1
1.8%
21.0
1
1.8%
23.0
2
3.6%
24.0
2
3.6%
25.0
4
7.3%
26.0
2
3.6%
27.0
2
3.6%
29.0
2
3.6%
30.0
2
3.6%
31.0
1
1.8%
33.0
3
5.5%
35.0
1
1.8%
36.0
1
1.8%
38.0
1
1.8%
LARGEST VALUES
64.0
1
1.8%
60.0
2
3.6%
55.0
1
1.8%
50.0
12
21.8%
47.0
1
1.8%
46.0
2
3.6%
45.0
2
3.6%
44.0
1
1.8%
43.0
2
3.6%
42.0
3
5.5%
40.0
2
3.6%
38.0
1
1.8%
36.0
1
1.8%
35.0
1
1.8%
33.0
3
5.5%
Female faculty (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weighted salary (US$) 2022
-0.48
Google Rating
-0.47
Instagram engagement %
0.44
International students Change
-0.37
Women on board (%) 2022
0.33
International board (%) 2022
0.30
Research Quality
-0.29
Overall satisfaction 2022
-0.27
Weighted salary (US$) 2021
-0.27
Satisfaction Change
0.25
Value for money rank 2022
0.24
Google Number of Reviews
-0.24
Aims achieved (%) 2022
-0.23
International faculty Change
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.46
International course experience rank 2021-2020
0.40
Internships (%)
0.37
Length of Programme(terms)
0.37
MOST FREQUENT VALUES
36.0
6
10.9%
32.0
6
10.9%
50.0
5
9.1%
30.0
5
9.1%
41.0
3
5.5%
33.0
3
5.5%
49.0
3
5.5%
45.0
3
5.5%
31.0
2
3.6%
24.0
2
3.6%
27.0
2
3.6%
39.0
2
3.6%
38.0
1
1.8%
43.0
1
1.8%
35.0
1
1.8%
SMALLEST VALUES
19.0
1
1.8%
21.0
1
1.8%
23.0
1
1.8%
24.0
2
3.6%
27.0
2
3.6%
29.0
1
1.8%
30.0
5
9.1%
31.0
2
3.6%
32.0
6
10.9%
33.0
3
5.5%
34.0
1
1.8%
35.0
1
1.8%
36.0
6
10.9%
37.0
1
1.8%
38.0
1
1.8%
LARGEST VALUES
53.0
1
1.8%
51.0
1
1.8%
50.0
5
9.1%
49.0
3
5.5%
47.0
1
1.8%
45.0
3
5.5%
44.0
1
1.8%
43.0
1
1.8%
41.0
3
5.5%
39.0
2
3.6%
38.0
1
1.8%
37.0
1
1.8%
36.0
6
10.9%
35.0
1
1.8%
34.0
1
1.8%
Salary percentage increase 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Career progress Rank Stability
0.59
Female students (%) 2022 Change
-0.39
Female faculty (%) 2022 Change
-0.39
Women on board (%) 2022 Change
-0.39
Salary percentage increase 2021
0.36
Career progress rank 2022-2021
-0.36
International Board Change
0.29
Average course length (months)
-0.28
Research Quality
-0.26
Women on board (%) 2022
-0.25
Career progress rank 2021-2020
0.21
Rank in 2022
-0.21
International students (%) 2022
0.19
Citations per Faculty
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.67
International course experience rank 2021-2020
0.26
Average Experience of Faculty
0.26
Length of Programme(terms)
0.20
MOST FREQUENT VALUES
62.25
1
1.8%
48.86
1
1.8%
50.94
1
1.8%
45.88
1
1.8%
45.27
1
1.8%
55.61
1
1.8%
32.7
1
1.8%
33.32
1
1.8%
31.01
1
1.8%
45.61
1
1.8%
33.89
1
1.8%
44.91
1
1.8%
64.04
1
1.8%
41.56
1
1.8%
54.33
1
1.8%
SMALLEST VALUES
20.7
1
1.8%
24.59
1
1.8%
26.39
1
1.8%
31.01
1
1.8%
32.28
1
1.8%
32.7
1
1.8%
32.93
1
1.8%
33.29
1
1.8%
33.32
1
1.8%
33.89
1
1.8%
34.09
1
1.8%
35.13
1
1.8%
35.15
1
1.8%
36.5
1
1.8%
36.87
1
1.8%
LARGEST VALUES
102.29
1
1.8%
94.75
1
1.8%
91.3
1
1.8%
78.53
1
1.8%
66.23
1
1.8%
64.04
1
1.8%
62.52
1
1.8%
62.49
1
1.8%
62.25
1
1.8%
61.53
1
1.8%
61.38
1
1.8%
61.32
1
1.8%
60.6
1
1.8%
60.51
1
1.8%
60.46
1
1.8%
Salary percentage increase 2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Overall satisfaction 2021
0.80
Faculty with doctorates (%) 2021
0.79
Weighted salary (US$) 2021
0.62
Rank in 2022
-0.45
Citations per Faculty
0.41
Salary percentage increase 2022
0.36
Value for money rank 2021
0.34
International students (%) 2022
0.31
International work mobility Rank Stability
0.31
Overall satisfaction 2022
0.31
Average course length (months)
-0.29
Career progress Rank Stability
0.29
Google Rating
0.28
International course experience Rank Stability
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.52
Average Experience of Faculty
0.35
International course experience rank 2021-2020
0.27
Length of Programme(terms)
0.26
MOST FREQUENT VALUES
0.0
7
12.7%
59.63
1
1.8%
51.405
1
1.8%
52.679
1
1.8%
52.048
1
1.8%
53.897
1
1.8%
72.853
1
1.8%
39.767
1
1.8%
35.721
1
1.8%
41.149
1
1.8%
61.589
1
1.8%
40.944
1
1.8%
52.584
1
1.8%
86.213
1
1.8%
44.788
1
1.8%
SMALLEST VALUES
0.0
7
12.7%
21.17
1
1.8%
30.958
1
1.8%
33.58
1
1.8%
35.721
1
1.8%
38.086
1
1.8%
39.767
1
1.8%
40.944
1
1.8%
41.149
1
1.8%
41.894
1
1.8%
42.591
1
1.8%
42.729
1
1.8%
43.01
1
1.8%
44.304
1
1.8%
44.788
1
1.8%
LARGEST VALUES
99.601
1
1.8%
86.213
1
1.8%
85.703
1
1.8%
81.136
1
1.8%
73.709
1
1.8%
72.853
1
1.8%
70.576
1
1.8%
69.418
1
1.8%
69.14
1
1.8%
68.756
1
1.8%
67.937
1
1.8%
64.559
1
1.8%
64.55
1
1.8%
61.609
1
1.8%
61.589
1
1.8%
Weighted salary (US$) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Overall satisfaction 2022
0.70
Weighted salary (US$) 2021
0.67
Rank in 2022
-0.64
Female faculty (%) 2022
-0.48
Aims achieved (%) 2022
0.47
Threeyear average 2022
-0.39
Careers service Rank Stability
0.37
International course experience Rank Stability
0.36
Google Number of Reviews
0.35
Overall satisfaction 2021
0.30
Google Rating
0.29
Rank Change 2022-2021
-0.28
Women on board (%) 2022
-0.27
International course experience rank 2022-2021
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.54
Internships (%)
0.37
International course experience rank 2021-2020
0.31
Length of Programme(terms)
0.19
MOST FREQUENT VALUES
138091.0
1
1.8%
64800.0
1
1.8%
63507.0
1
1.8%
53620.0
1
1.8%
67273.0
1
1.8%
67026.0
1
1.8%
61998.0
1
1.8%
58544.0
1
1.8%
70127.0
1
1.8%
59862.0
1
1.8%
102545.0
1
1.8%
60827.0
1
1.8%
60519.0
1
1.8%
74250.0
1
1.8%
71970.0
1
1.8%
SMALLEST VALUES
42406.0
1
1.8%
50242.0
1
1.8%
51886.0
1
1.8%
53620.0
1
1.8%
58544.0
1
1.8%
59862.0
1
1.8%
60519.0
1
1.8%
60746.0
1
1.8%
60827.0
1
1.8%
61036.0
1
1.8%
61470.0
1
1.8%
61998.0
1
1.8%
62368.0
1
1.8%
62514.0
1
1.8%
62750.0
1
1.8%
LARGEST VALUES
138091.0
1
1.8%
125279.0
1
1.8%
121164.0
1
1.8%
118385.0
1
1.8%
112896.0
1
1.8%
106876.0
1
1.8%
103489.0
1
1.8%
102545.0
1
1.8%
101961.0
1
1.8%
97547.0
1
1.8%
97462.0
1
1.8%
96988.0
1
1.8%
96487.0
1
1.8%
93756.0
1
1.8%
93510.0
1
1.8%
Weighted salary (US$) 2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Overall satisfaction 2021
0.87
Faculty with doctorates (%) 2021
0.83
Weighted salary (US$) 2022
0.67
Salary percentage increase 2021
0.62
Rank in 2022
-0.59
Overall satisfaction 2022
0.57
Careers service Rank Stability
0.44
Value for money rank 2021
0.37
International course experience Rank Stability
0.34
Citations per Faculty
0.29
International work mobility Rank Stability
0.29
Female faculty (%) 2022
-0.27
Google Rating
0.25
International students (%) 2022 Change
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.41
Internships (%)
0.40
International course experience rank 2021-2020
0.30
Length of Programme(terms)
0.25
MOST FREQUENT VALUES
0.0
7
12.7%
123999.0
1
1.8%
67559.0
1
1.8%
60005.0
1
1.8%
60836.0
1
1.8%
66576.0
1
1.8%
64189.0
1
1.8%
60084.0
1
1.8%
56653.0
1
1.8%
76117.0
1
1.8%
58238.0
1
1.8%
103443.0
1
1.8%
60893.0
1
1.8%
50569.0
1
1.8%
62341.0
1
1.8%
SMALLEST VALUES
0.0
7
12.7%
50569.0
1
1.8%
56653.0
1
1.8%
58238.0
1
1.8%
58635.0
1
1.8%
59924.0
1
1.8%
60005.0
1
1.8%
60084.0
1
1.8%
60663.0
1
1.8%
60836.0
1
1.8%
60893.0
1
1.8%
61678.0
1
1.8%
61788.0
1
1.8%
62153.0
1
1.8%
62262.0
1
1.8%
LARGEST VALUES
123999.0
1
1.8%
118904.0
1
1.8%
116100.0
1
1.8%
112850.0
1
1.8%
103443.0
1
1.8%
100878.0
1
1.8%
100789.0
1
1.8%
99804.0
1
1.8%
95875.0
1
1.8%
95390.0
1
1.8%
94517.0
1
1.8%
88512.0
1
1.8%
86931.0
1
1.8%
86754.0
1
1.8%
84751.0
1
1.8%
Value for money rank 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Value for money rank 2021
0.77
Rank Stability
-0.56
Value for money Rank Stability
-0.56
International faculty Change
-0.39
International students (%) 2022
0.33
Average course length (months)
-0.31
International faculty (%) 2022
0.30
Career progress Rank Stability
0.27
International course experience rank 2022-2021
-0.26
International work mobility rank 2022-2021
0.26
Female faculty (%) 2022
0.24
International board (%) 2022
0.24
Weighted salary (US$) 2022
-0.23
International students Change
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.56
International course experience rank 2021-2020
0.44
Length of Programme(terms)
0.36
Average Experience of Faculty
0.20
MOST FREQUENT VALUES
15.0
1
1.8%
97.0
1
1.8%
3.0
1
1.8%
86.0
1
1.8%
9.0
1
1.8%
50.0
1
1.8%
52.0
1
1.8%
73.0
1
1.8%
17.0
1
1.8%
82.0
1
1.8%
18.0
1
1.8%
74.0
1
1.8%
29.0
1
1.8%
61.0
1
1.8%
67.0
1
1.8%
SMALLEST VALUES
1.0
1
1.8%
2.0
1
1.8%
3.0
1
1.8%
5.0
1
1.8%
6.0
1
1.8%
8.0
1
1.8%
9.0
1
1.8%
10.0
1
1.8%
14.0
1
1.8%
15.0
1
1.8%
16.0
1
1.8%
17.0
1
1.8%
18.0
1
1.8%
23.0
1
1.8%
24.0
1
1.8%
LARGEST VALUES
98.0
1
1.8%
97.0
1
1.8%
93.0
1
1.8%
92.0
1
1.8%
90.0
1
1.8%
89.0
1
1.8%
88.0
1
1.8%
87.0
1
1.8%
86.0
1
1.8%
85.0
1
1.8%
84.0
1
1.8%
82.0
1
1.8%
77.0
1
1.8%
75.0
1
1.8%
74.0
1
1.8%
Value for money rank 2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Value for money rank 2022
0.77
Rank Stability
-0.50
Value for money Rank Stability
-0.50
Faculty with doctorates (%) 2021
0.49
Overall satisfaction 2021
0.48
International faculty Change
-0.43
Weighted salary (US$) 2021
0.37
Average course length (months)
-0.35
International students (%) 2022
0.35
Salary percentage increase 2021
0.34
International students (%) 2022 Change
-0.27
International faculty (%) 2022 Change
-0.27
International board (%) 2022 Change
-0.27
Value for money rank 2021-2020
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
0.50
Internships (%)
0.50
International course experience rank 2021-2020
0.42
Average Experience of Faculty
0.20
MOST FREQUENT VALUES
0.0
7
12.7%
15.0
1
1.8%
73.0
1
1.8%
2.0
1
1.8%
65.0
1
1.8%
7.0
1
1.8%
56.0
1
1.8%
60.0
1
1.8%
70.0
1
1.8%
14.0
1
1.8%
84.0
1
1.8%
16.0
1
1.8%
71.0
1
1.8%
31.0
1
1.8%
97.0
1
1.8%
SMALLEST VALUES
0.0
7
12.7%
1.0
1
1.8%
2.0
1
1.8%
3.0
1
1.8%
4.0
1
1.8%
7.0
1
1.8%
8.0
1
1.8%
11.0
1
1.8%
12.0
1
1.8%
14.0
1
1.8%
15.0
1
1.8%
16.0
1
1.8%
17.0
1
1.8%
23.0
1
1.8%
25.0
1
1.8%
LARGEST VALUES
97.0
1
1.8%
96.0
1
1.8%
91.0
1
1.8%
90.0
1
1.8%
89.0
1
1.8%
88.0
1
1.8%
86.0
1
1.8%
85.0
1
1.8%
84.0
1
1.8%
82.0
1
1.8%
80.0
1
1.8%
74.0
1
1.8%
73.0
1
1.8%
72.0
1
1.8%
71.0
1
1.8%
International faculty (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students (%) 2022
0.56
International board (%) 2022
0.44
International faculty Change
-0.42
International work mobility Rank Stability
0.37
Women on board (%) 2022
0.32
LinkedIn Followers
0.31
Careers service rank 2021-2020
0.31
Value for money rank 2022
0.30
Rank Stability
-0.29
Value for money Rank Stability
-0.29
Rank Change 2022-2021
0.27
Rank in 2022
-0.27
Female students (%) 2022 Change
0.26
Female faculty (%) 2022 Change
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.52
International course experience rank 2021-2020
0.44
Average Experience of Faculty
0.37
Length of Programme(terms)
0.19
MOST FREQUENT VALUES
57.0
4
7.3%
2.0
3
5.5%
56.0
3
5.5%
42.0
3
5.5%
27.0
2
3.6%
44.0
2
3.6%
36.0
2
3.6%
32.0
2
3.6%
81.0
2
3.6%
69.0
2
3.6%
8.0
2
3.6%
66.0
1
1.8%
41.0
1
1.8%
51.0
1
1.8%
13.0
1
1.8%
SMALLEST VALUES
1.0
1
1.8%
2.0
3
5.5%
6.0
1
1.8%
8.0
2
3.6%
10.0
1
1.8%
12.0
1
1.8%
13.0
1
1.8%
21.0
1
1.8%
22.0
1
1.8%
24.0
1
1.8%
27.0
2
3.6%
29.0
1
1.8%
30.0
1
1.8%
32.0
2
3.6%
36.0
2
3.6%
LARGEST VALUES
85.0
1
1.8%
84.0
1
1.8%
83.0
1
1.8%
82.0
1
1.8%
81.0
2
3.6%
78.0
1
1.8%
76.0
1
1.8%
75.0
1
1.8%
74.0
1
1.8%
71.0
1
1.8%
69.0
2
3.6%
68.0
1
1.8%
66.0
1
1.8%
63.0
1
1.8%
62.0
1
1.8%
International students (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International faculty (%) 2022
0.56
International work mobility Rank Stability
0.50
Rank Stability
-0.49
Value for money Rank Stability
-0.49
Average course length (months)
-0.47
International students (%) 2022 Change
-0.42
International faculty (%) 2022 Change
-0.42
International board (%) 2022 Change
-0.42
Rank in 2022
-0.41
Career progress Rank Stability
0.36
Career progress rank 2021-2020
0.36
Value for money rank 2021
0.35
Value for money rank 2022
0.33
LinkedIn Followers
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.57
Length of Programme(terms)
0.55
International course experience rank 2021-2020
0.39
Average Experience of Faculty
0.35
MOST FREQUENT VALUES
0.0
3
5.5%
33.0
2
3.6%
67.0
2
3.6%
88.0
2
3.6%
59.0
2
3.6%
35.0
2
3.6%
14.0
2
3.6%
47.0
2
3.6%
45.0
2
3.6%
31.0
2
3.6%
13.0
2
3.6%
30.0
2
3.6%
25.0
1
1.8%
7.0
1
1.8%
82.0
1
1.8%
SMALLEST VALUES
0.0
3
5.5%
6.0
1
1.8%
7.0
1
1.8%
11.0
1
1.8%
13.0
2
3.6%
14.0
2
3.6%
15.0
1
1.8%
22.0
1
1.8%
24.0
1
1.8%
25.0
1
1.8%
27.0
1
1.8%
30.0
2
3.6%
31.0
2
3.6%
32.0
1
1.8%
33.0
2
3.6%
LARGEST VALUES
98.0
1
1.8%
97.0
1
1.8%
96.0
1
1.8%
95.0
1
1.8%
93.0
1
1.8%
89.0
1
1.8%
88.0
2
3.6%
85.0
1
1.8%
84.0
1
1.8%
83.0
1
1.8%
82.0
1
1.8%
80.0
1
1.8%
78.0
1
1.8%
67.0
2
3.6%
64.0
1
1.8%
Aims achieved (%) 2022
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank in 2022
-0.59
Threeyear average 2022
-0.51
Weighted salary (US$) 2022
0.47
Overall satisfaction 2022
0.42
Career progress rank 2022-2021
0.33
Career progress rank 2021-2020
-0.29
International Board Change
0.27
Value for money rank 2021
-0.26
Faculty Change
0.26
LinkedIn Followers
0.25
International course experience Rank Stability
0.25
Female faculty (%) 2022
-0.23
Careers service rank 2021-2020
-0.22
International students (%) 2022
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.55
International course experience rank 2021-2020
0.48
Average Experience of Faculty
0.40
Length of Programme(terms)
0.09
MOST FREQUENT VALUES
95.573
1
1.8%
83.637
1
1.8%
87.115
1
1.8%
80.488
1
1.8%
84.308
1
1.8%
84.661
1
1.8%
82.483
1
1.8%
80.423
1
1.8%
84.86
1
1.8%
82.783
1
1.8%
84.06
1
1.8%
83.38
1
1.8%
81.763
1
1.8%
87.128
1
1.8%
83.033
1
1.8%
SMALLEST VALUES
80.423
1
1.8%
80.488
1
1.8%
80.534
1
1.8%
81.484
1
1.8%
81.763
1
1.8%
82.09
1
1.8%
82.142
1
1.8%
82.483
1
1.8%
82.529
1
1.8%
82.783
1
1.8%
82.811
1
1.8%
82.815
1
1.8%
82.911
1
1.8%
83.033
1
1.8%
83.369
1
1.8%
LARGEST VALUES
95.573
1
1.8%
91.027
1
1.8%
91.002
1
1.8%
89.983
1
1.8%
89.68
1
1.8%
89.229
1
1.8%
88.995
1
1.8%
88.716
1
1.8%
88.539
1
1.8%
88.519
1
1.8%
88.041
1
1.8%
87.274
1
1.8%
87.263
1
1.8%
87.128
1
1.8%
87.115
1
1.8%
Internships (%)
MISSING:
---
TOP CATEGORIES
100
31
56%
0
9
16%
97
2
4%
81
2
4%
20
2
4%
30
1
2%
64
1
2%
3
1
2%
37
1
2%
5
1
2%
89
1
2%
24
1
2%
54
1
2%
44
1
2%
ALL
55
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Internships (%)
PROVIDES INFORMATION ON...
International course experience rank 2021-2020
0.31
Average Experience of Faculty
0.29
Length of Programme(terms)
0.27

THESE FEATURES
GIVE INFORMATION
ON Internships (%):
Average Experience of Faculty
0.29
International course experience rank 2021-2020
0.24
Length of Programme(terms)
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
CORRELATION RATIO WITH...
Rank Stability
0.83
Value for money Rank Stability
0.83
LinkedIn Followers
0.82
Female students (%) 2022 Change
0.80
Female faculty (%) 2022 Change
0.80
Women on board (%) 2022 Change
0.80
Career progress Rank Stability
0.73
Students per Staff
0.72
Salary percentage increase 2022
0.67
Rank Change 2022-2021
0.66
Career progress rank 2022-2021
0.65
Google Rating
0.63
International course experience Rank Stability
0.62
Rank in 2022
0.62
Average course length (months)
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students Change
-0.49
International students (%) 2022
-0.47
Instagram engagement %
0.45
Rank Change 2022-2021
-0.40
International work mobility Rank Stability
-0.38
Value for money rank 2021
-0.35
Career progress Rank Stability
-0.33
LinkedIn Followers
-0.32
Value for money rank 2022
-0.31
Rank Stability
0.30
Value for money Rank Stability
0.30
Faculty with doctorates (%) 2022
0.29
Salary percentage increase 2021
-0.29
Salary percentage increase 2022
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
0.67
Internships (%)
0.55
International course experience rank 2021-2020
0.37
Average Experience of Faculty
0.25
MOST FREQUENT VALUES
12.0
5
9.1%
30.0
4
7.3%
18.0
4
7.3%
25.0
4
7.3%
24.0
4
7.3%
14.0
4
7.3%
21.0
3
5.5%
27.0
3
5.5%
29.0
2
3.6%
10.0
2
3.6%
28.0
2
3.6%
23.0
2
3.6%
22.0
2
3.6%
15.66
1
1.8%
23.6
1
1.8%
SMALLEST VALUES
8.75
1
1.8%
10.0
2
3.6%
12.0
5
9.1%
13.09
1
1.8%
14.0
4
7.3%
15.0
1
1.8%
15.66
1
1.8%
16.0
1
1.8%
18.0
4
7.3%
19.0
1
1.8%
20.0
1
1.8%
20.8
1
1.8%
21.0
3
5.5%
22.0
2
3.6%
23.0
2
3.6%
LARGEST VALUES
34.0
1
1.8%
33.0
1
1.8%
32.0
1
1.8%
31.0
1
1.8%
30.0
4
7.3%
29.0
2
3.6%
28.0
2
3.6%
27.0
3
5.5%
26.0
1
1.8%
25.0
4
7.3%
24.0
4
7.3%
23.6
1
1.8%
23.0
2
3.6%
22.0
2
3.6%
21.0
3
5.5%
Length of Programme(terms)
MISSING:
---
TOP CATEGORIES
4.0
29
53%
3.0
15
27%
6.0
6
11%
5.0
4
7%
2.0
1
2%
ALL
55
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Length of Programme(terms)
PROVIDES INFORMATION ON...
International course experience rank 2021-2020
0.24
Internships (%)
0.20
Average Experience of Faculty
0.12

THESE FEATURES
GIVE INFORMATION
ON Length of Programme(terms):
Internships (%)
0.27
International course experience rank 2021-2020
0.26
Average Experience of Faculty
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
CORRELATION RATIO WITH...
Average course length (months)
0.67
Satisfaction Change
0.58
International work mobility Rank Stability
0.58
International students (%) 2022
0.55
Rank Change 2022-2021
0.51
Value for money rank 2021
0.50
Careers service rank 2022-2021
0.45
Career progress Rank Stability
0.40
Instagram engagement %
0.39
Google Number of Reviews
0.39
International students Change
0.38
Citations per Faculty
0.38
Research Quality
0.37
Female faculty (%) 2022
0.37
Rank Change 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Value for money rank 2022-2021
0.50
Average course length (months)
-0.40
Careers service rank 2022-2021
0.37
Satisfaction Change
0.31
Instagram engagement %
-0.30
International students Change
0.29
Weighted salary (US$) 2022
-0.28
International faculty (%) 2022
0.27
Female students (%) 2022 Change
0.26
Female faculty (%) 2022 Change
0.26
Women on board (%) 2022 Change
0.26
Career progress Rank Stability
0.23
International students (%) 2022 Change
-0.22
International faculty (%) 2022 Change
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.66
Length of Programme(terms)
0.51
International course experience rank 2021-2020
0.47
Average Experience of Faculty
0.29
MOST FREQUENT VALUES
0.0
11
20.0%
-1.0
3
5.5%
5.0
3
5.5%
-2.0
3
5.5%
-4.0
3
5.5%
7.0
3
5.5%
3.0
3
5.5%
-12.0
2
3.6%
2.0
2
3.6%
-14.0
2
3.6%
-6.0
2
3.6%
-3.0
2
3.6%
4.0
2
3.6%
1.0
2
3.6%
-8.0
1
1.8%
SMALLEST VALUES
-17.0
1
1.8%
-15.0
1
1.8%
-14.0
2
3.6%
-12.0
2
3.6%
-8.0
1
1.8%
-7.0
1
1.8%
-6.0
2
3.6%
-5.0
1
1.8%
-4.0
3
5.5%
-3.0
2
3.6%
-2.0
3
5.5%
-1.0
3
5.5%
0.0
11
20.0%
1.0
2
3.6%
2.0
2
3.6%
LARGEST VALUES
35.0
1
1.8%
31.0
1
1.8%
20.0
1
1.8%
12.0
1
1.8%
11.0
1
1.8%
9.0
1
1.8%
8.0
1
1.8%
7.0
3
5.5%
5.0
3
5.5%
4.0
2
3.6%
3.0
3
5.5%
2.0
2
3.6%
1.0
2
3.6%
0.0
11
20.0%
-1.0
3
5.5%
Rank Change 2021-2020
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Value for money rank 2021-2020
0.42
International faculty Change
0.36
International faculty (%) 2022
-0.22
International course experience rank 2022-2021
0.22
Faculty Change
0.22
Careers service rank 2022-2021
0.22
Women on board (%) 2022
-0.20
Faculty with doctorates (%) 2022
-0.20
Satisfaction Change
0.18
International Board Change
-0.17
Citations per Faculty
0.16
Rank Change 2022-2021
-0.15
Value for money rank 2022-2021
-0.15
Average course length (months)
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.45
Internships (%)
0.41
Average Experience of Faculty
0.17
Length of Programme(terms)
0.08
MOST FREQUENT VALUES
0.0
17
30.9%
3.0
4
7.3%
-5.0
3
5.5%
-4.0
3
5.5%
4.0
3
5.5%
-8.0
2
3.6%
-11.0
2
3.6%
8.0
2
3.6%
-10.0
2
3.6%
18.0
2
3.6%
7.0
2
3.6%
2.0
1
1.8%
20.0
1
1.8%
-1.0
1
1.8%
15.0
1
1.8%
SMALLEST VALUES
-16.0
1
1.8%
-15.0
1
1.8%
-14.0
1
1.8%
-11.0
2
3.6%
-10.0
2
3.6%
-8.0
2
3.6%
-7.0
1
1.8%
-6.0
1
1.8%
-5.0
3
5.5%
-4.0
3
5.5%
-2.0
1
1.8%
-1.0
1
1.8%
0.0
17
30.9%
2.0
1
1.8%
3.0
4
7.3%
LARGEST VALUES
20.0
1
1.8%
18.0
2
3.6%
15.0
1
1.8%
13.0
1
1.8%
10.0
1
1.8%
8.0
2
3.6%
7.0
2
3.6%
6.0
1
1.8%
4.0
3
5.5%
3.0
4
7.3%
2.0
1
1.8%
0.0
17
30.9%
-1.0
1
1.8%
-2.0
1
1.8%
-4.0
3
5.5%
Careers service rank 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students Change
0.43
International work mobility rank 2021-2020
-0.41
Rank Change 2022-2021
0.37
International faculty Change
0.36
Faculty with doctorates (%) 2022
-0.34
Satisfaction Change
0.33
Women on board Change
0.27
Careers service Rank Stability
0.27
Google Rating
0.27
Value for money rank 2021
-0.25
Value for money rank 2022-2021
0.24
International board (%) 2022
-0.23
International faculty (%) 2022
-0.22
Value for money rank 2022
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.70
Average Experience of Faculty
0.54
Internships (%)
0.51
Length of Programme(terms)
0.45
MOST FREQUENT VALUES
0.0
13
23.6%
-3.0
4
7.3%
-6.0
3
5.5%
-2.0
2
3.6%
3.0
2
3.6%
17.0
2
3.6%
6.0
2
3.6%
-8.0
2
3.6%
11.0
2
3.6%
49.0
1
1.8%
42.0
1
1.8%
-43.0
1
1.8%
-5.0
1
1.8%
-33.0
1
1.8%
-10.0
1
1.8%
SMALLEST VALUES
-43.0
1
1.8%
-38.0
1
1.8%
-33.0
1
1.8%
-23.0
1
1.8%
-21.0
1
1.8%
-17.0
1
1.8%
-16.0
1
1.8%
-13.0
1
1.8%
-12.0
1
1.8%
-10.0
1
1.8%
-8.0
2
3.6%
-7.0
1
1.8%
-6.0
3
5.5%
-5.0
1
1.8%
-3.0
4
7.3%
LARGEST VALUES
49.0
1
1.8%
42.0
1
1.8%
27.0
1
1.8%
24.0
1
1.8%
17.0
2
3.6%
15.0
1
1.8%
14.0
1
1.8%
11.0
2
3.6%
9.0
1
1.8%
7.0
1
1.8%
6.0
2
3.6%
5.0
1
1.8%
4.0
1
1.8%
3.0
2
3.6%
2.0
1
1.8%
Careers service rank 2021-2020
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Satisfaction Change
0.39
International faculty (%) 2022
0.31
Overall satisfaction 2022
-0.28
International students (%) 2022
0.27
Threeyear average 2022
0.24
Rank Stability
-0.23
Value for money Rank Stability
-0.23
Value for money rank 2021
0.23
Aims achieved (%) 2022
-0.22
Weighted salary (US$) 2022
-0.22
Value for money rank 2022
0.21
Citations per Faculty
0.20
Women on board (%) 2022
0.20
Average course length (months)
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.49
Average Experience of Faculty
0.45
Length of Programme(terms)
0.33
International course experience rank 2021-2020
0.27
MOST FREQUENT VALUES
0.0
16
29.1%
-3.0
4
7.3%
7.0
3
5.5%
13.0
3
5.5%
5.0
3
5.5%
3.0
3
5.5%
15.0
2
3.6%
1.0
2
3.6%
-18.0
2
3.6%
-14.0
2
3.6%
-5.0
2
3.6%
19.0
1
1.8%
-10.0
1
1.8%
23.0
1
1.8%
-2.0
1
1.8%
SMALLEST VALUES
-21.0
1
1.8%
-18.0
2
3.6%
-14.0
2
3.6%
-10.0
1
1.8%
-6.0
1
1.8%
-5.0
2
3.6%
-4.0
1
1.8%
-3.0
4
7.3%
-2.0
1
1.8%
0.0
16
29.1%
1.0
2
3.6%
2.0
1
1.8%
3.0
3
5.5%
5.0
3
5.5%
7.0
3
5.5%
LARGEST VALUES
41.0
1
1.8%
26.0
1
1.8%
23.0
1
1.8%
20.0
1
1.8%
19.0
1
1.8%
15.0
2
3.6%
14.0
1
1.8%
13.0
3
5.5%
9.0
1
1.8%
7.0
3
5.5%
5.0
3
5.5%
3.0
3
5.5%
2.0
1
1.8%
1.0
2
3.6%
0.0
16
29.1%
International course experience rank 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Citations per Faculty
0.37
Google Rating
0.33
International course experience Rank Stability
0.32
Instagram engagement %
0.30
Students per Staff
0.28
International board (%) 2022
-0.28
International faculty Change
0.27
Value for money rank 2022
-0.26
Weighted salary (US$) 2022
0.26
Faculty with doctorates (%) 2022
0.26
Rank Stability
0.25
Value for money Rank Stability
0.25
Average course length (months)
0.23
International faculty (%) 2022
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.47
Average Experience of Faculty
0.41
International course experience rank 2021-2020
0.37
Length of Programme(terms)
0.15
MOST FREQUENT VALUES
0.0
29
52.7%
-8.0
3
5.5%
19.0
2
3.6%
10.0
2
3.6%
-9.0
2
3.6%
-10.0
2
3.6%
9.0
2
3.6%
3.0
1
1.8%
-5.0
1
1.8%
-13.0
1
1.8%
5.0
1
1.8%
11.0
1
1.8%
-20.0
1
1.8%
6.0
1
1.8%
4.0
1
1.8%
SMALLEST VALUES
-20.0
1
1.8%
-14.0
1
1.8%
-13.0
1
1.8%
-10.0
2
3.6%
-9.0
2
3.6%
-8.0
3
5.5%
-5.0
1
1.8%
-4.0
1
1.8%
0.0
29
52.7%
2.0
1
1.8%
3.0
1
1.8%
4.0
1
1.8%
5.0
1
1.8%
6.0
1
1.8%
9.0
2
3.6%
LARGEST VALUES
41.0
1
1.8%
20.0
1
1.8%
19.0
2
3.6%
11.0
1
1.8%
10.0
2
3.6%
9.0
2
3.6%
6.0
1
1.8%
5.0
1
1.8%
4.0
1
1.8%
3.0
1
1.8%
2.0
1
1.8%
0.0
29
52.7%
-4.0
1
1.8%
-5.0
1
1.8%
-8.0
3
5.5%
International course experience rank 2021-2020
MISSING:
---
TOP CATEGORIES
0.0
37
67%
-2.0
5
9%
1.0
3
5%
-1.0
2
4%
3.0
2
4%
-4.0
2
4%
-3.0
1
2%
11.0
1
2%
4.0
1
2%
15.0
1
2%
ALL
55
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
International course experience rank 2021-2020
PROVIDES INFORMATION ON...
Length of Programme(terms)
0.26
Internships (%)
0.24
Average Experience of Faculty
0.20

THESE FEATURES
GIVE INFORMATION
ON International course experience rank 2021-2020:
Internships (%)
0.31
Average Experience of Faculty
0.26
Length of Programme(terms)
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
CORRELATION RATIO WITH...
Careers service rank 2022-2021
0.70
International work mobility rank 2021-2020
0.68
Faculty with doctorates (%) 2022
0.61
Careers service Rank Stability
0.56
Value for money rank 2021-2020
0.54
Career progress rank 2022-2021
0.54
Career progress rank 2021-2020
0.52
Satisfaction Change
0.50
Aims achieved (%) 2022
0.48
Rank Change 2022-2021
0.47
International work mobility Rank Stability
0.46
Google Rating
0.45
Rank Change 2021-2020
0.45
Value for money rank 2022
0.44
International work mobility rank 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Career progress rank 2021-2020
0.27
Value for money rank 2022
0.26
Value for money rank 2021
0.26
Rank Stability
-0.26
Value for money Rank Stability
-0.26
International Board Change
-0.24
Career progress Rank Stability
0.20
Citations per Faculty
-0.19
International students (%) 2022
0.19
International course experience rank 2022-2021
-0.19
International work mobility rank 2021-2020
-0.18
Average course length (months)
-0.17
Google Rating
-0.16
International students Change
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.55
Average Experience of Faculty
0.37
International course experience rank 2021-2020
0.30
Length of Programme(terms)
0.29
MOST FREQUENT VALUES
0.0
9
16.4%
-4.0
6
10.9%
-1.0
6
10.9%
-5.0
4
7.3%
1.0
3
5.5%
-7.0
2
3.6%
4.0
2
3.6%
15.0
2
3.6%
9.0
2
3.6%
-2.0
2
3.6%
-6.0
2
3.6%
2.0
2
3.6%
10.0
2
3.6%
12.0
1
1.8%
36.0
1
1.8%
SMALLEST VALUES
-18.0
1
1.8%
-15.0
1
1.8%
-14.0
1
1.8%
-9.0
1
1.8%
-8.0
1
1.8%
-7.0
2
3.6%
-6.0
2
3.6%
-5.0
4
7.3%
-4.0
6
10.9%
-3.0
1
1.8%
-2.0
2
3.6%
-1.0
6
10.9%
0.0
9
16.4%
1.0
3
5.5%
2.0
2
3.6%
LARGEST VALUES
36.0
1
1.8%
15.0
2
3.6%
12.0
1
1.8%
11.0
1
1.8%
10.0
2
3.6%
9.0
2
3.6%
5.0
1
1.8%
4.0
2
3.6%
3.0
1
1.8%
2.0
2
3.6%
1.0
3
5.5%
0.0
9
16.4%
-1.0
6
10.9%
-2.0
2
3.6%
-3.0
1
1.8%
International work mobility rank 2021-2020
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Careers service rank 2022-2021
-0.41
Careers service Rank Stability
-0.36
Faculty Change
-0.32
Faculty with doctorates (%) 2022
0.28
International students (%) 2022
-0.24
International faculty Change
-0.22
Aims achieved (%) 2022
-0.21
International work mobility Rank Stability
-0.20
Rank Stability
0.19
Value for money Rank Stability
0.19
International work mobility rank 2022-2021
-0.18
Female faculty (%) 2022
0.18
Value for money rank 2022
0.18
Threeyear average 2022
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.68
Average Experience of Faculty
0.41
Internships (%)
0.37
Length of Programme(terms)
0.31
MOST FREQUENT VALUES
0.0
14
25.5%
7.0
8
14.5%
9.0
4
7.3%
-7.0
2
3.6%
-2.0
2
3.6%
-1.0
2
3.6%
1.0
2
3.6%
-13.0
2
3.6%
4.0
2
3.6%
-14.0
2
3.6%
19.0
2
3.6%
14.0
1
1.8%
-10.0
1
1.8%
18.0
1
1.8%
8.0
1
1.8%
SMALLEST VALUES
-44.0
1
1.8%
-14.0
2
3.6%
-13.0
2
3.6%
-12.0
1
1.8%
-11.0
1
1.8%
-10.0
1
1.8%
-9.0
1
1.8%
-8.0
1
1.8%
-7.0
2
3.6%
-6.0
1
1.8%
-2.0
2
3.6%
-1.0
2
3.6%
0.0
14
25.5%
1.0
2
3.6%
4.0
2
3.6%
LARGEST VALUES
19.0
2
3.6%
18.0
1
1.8%
14.0
1
1.8%
13.0
1
1.8%
9.0
4
7.3%
8.0
1
1.8%
7.0
8
14.5%
6.0
1
1.8%
5.0
1
1.8%
4.0
2
3.6%
1.0
2
3.6%
0.0
14
25.5%
-1.0
2
3.6%
-2.0
2
3.6%
-6.0
1
1.8%
Career progress rank 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Career progress rank 2021-2020
-0.82
Career progress Rank Stability
-0.50
Salary percentage increase 2022
-0.36
Aims achieved (%) 2022
0.33
International course experience Rank Stability
0.25
International students (%) 2022
-0.23
International board (%) 2022
0.22
International students (%) 2022 Change
0.22
International faculty (%) 2022 Change
0.22
International board (%) 2022 Change
0.22
Women on board (%) 2022
0.20
Female students (%) 2022 Change
0.19
Female faculty (%) 2022 Change
0.19
Women on board (%) 2022 Change
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.65
International course experience rank 2021-2020
0.54
Average Experience of Faculty
0.35
Length of Programme(terms)
0.31
MOST FREQUENT VALUES
0.0
9
16.4%
20.0
2
3.6%
-62.0
2
3.6%
26.0
2
3.6%
17.0
2
3.6%
1.0
2
3.6%
-1.0
2
3.6%
41.0
1
1.8%
-58.0
1
1.8%
37.0
1
1.8%
36.0
1
1.8%
-18.0
1
1.8%
-26.0
1
1.8%
79.0
1
1.8%
-80.0
1
1.8%
SMALLEST VALUES
-87.0
1
1.8%
-84.0
1
1.8%
-80.0
1
1.8%
-73.0
1
1.8%
-62.0
2
3.6%
-58.0
1
1.8%
-51.0
1
1.8%
-31.0
1
1.8%
-27.0
1
1.8%
-26.0
1
1.8%
-25.0
1
1.8%
-18.0
1
1.8%
-16.0
1
1.8%
-14.0
1
1.8%
-13.0
1
1.8%
LARGEST VALUES
79.0
1
1.8%
53.0
1
1.8%
50.0
1
1.8%
49.0
1
1.8%
44.0
1
1.8%
42.0
1
1.8%
41.0
1
1.8%
37.0
1
1.8%
36.0
1
1.8%
35.0
1
1.8%
26.0
2
3.6%
23.0
1
1.8%
20.0
2
3.6%
19.0
1
1.8%
17.0
2
3.6%
Career progress rank 2021-2020
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Career progress rank 2022-2021
-0.82
Career progress Rank Stability
0.54
International students (%) 2022
0.36
Aims achieved (%) 2022
-0.29
International work mobility rank 2022-2021
0.27
Google Rating
0.27
International course experience Rank Stability
-0.24
International students (%) 2022 Change
-0.23
International faculty (%) 2022 Change
-0.23
International board (%) 2022 Change
-0.23
Research Quality
0.22
Average course length (months)
-0.21
Students per Staff
-0.21
Salary percentage increase 2022
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.58
International course experience rank 2021-2020
0.52
Length of Programme(terms)
0.35
Average Experience of Faculty
0.32
MOST FREQUENT VALUES
0.0
17
30.9%
-1.0
2
3.6%
-11.0
2
3.6%
-40.0
2
3.6%
85.0
2
3.6%
-21.0
1
1.8%
8.0
1
1.8%
-29.0
1
1.8%
58.0
1
1.8%
19.0
1
1.8%
-52.0
1
1.8%
25.0
1
1.8%
68.0
1
1.8%
-2.0
1
1.8%
59.0
1
1.8%
SMALLEST VALUES
-59.0
1
1.8%
-52.0
1
1.8%
-43.0
1
1.8%
-40.0
2
3.6%
-30.0
1
1.8%
-29.0
1
1.8%
-28.0
1
1.8%
-26.0
1
1.8%
-21.0
1
1.8%
-17.0
1
1.8%
-15.0
1
1.8%
-13.0
1
1.8%
-11.0
2
3.6%
-6.0
1
1.8%
-4.0
1
1.8%
LARGEST VALUES
85.0
2
3.6%
70.0
1
1.8%
68.0
1
1.8%
61.0
1
1.8%
59.0
1
1.8%
58.0
1
1.8%
51.0
1
1.8%
29.0
1
1.8%
25.0
1
1.8%
23.0
1
1.8%
19.0
1
1.8%
18.0
1
1.8%
12.0
1
1.8%
8.0
1
1.8%
7.0
1
1.8%
Value for money rank 2022-2021
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank Change 2022-2021
0.50
Google Rating
0.37
Citations per Faculty
0.25
Careers service rank 2022-2021
0.24
International faculty (%) 2022
0.23
Women on board (%) 2022
0.23
Women on board Change
-0.22
Google Number of Reviews
-0.21
International course experience Rank Stability
-0.17
International board (%) 2022
0.17
LinkedIn Followers
0.16
Value for money rank 2021
-0.16
Weighted salary (US$) 2022
-0.15
Rank Change 2021-2020
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.36
International course experience rank 2021-2020
0.34
Length of Programme(terms)
0.30
Internships (%)
0.29
MOST FREQUENT VALUES
0.0
14
25.5%
2.0
8
14.5%
3.0
5
9.1%
4.0
4
7.3%
1.0
4
7.3%
-6.0
3
5.5%
-1.0
2
3.6%
-2.0
2
3.6%
5.0
1
1.8%
12.0
1
1.8%
7.0
1
1.8%
-19.0
1
1.8%
-8.0
1
1.8%
21.0
1
1.8%
-11.0
1
1.8%
SMALLEST VALUES
-19.0
1
1.8%
-14.0
1
1.8%
-12.0
1
1.8%
-11.0
1
1.8%
-8.0
1
1.8%
-6.0
3
5.5%
-5.0
1
1.8%
-4.0
1
1.8%
-2.0
2
3.6%
-1.0
2
3.6%
0.0
14
25.5%
1.0
4
7.3%
2.0
8
14.5%
3.0
5
9.1%
4.0
4
7.3%
LARGEST VALUES
21.0
1
1.8%
12.0
1
1.8%
11.0
1
1.8%
7.0
1
1.8%
6.0
1
1.8%
5.0
1
1.8%
4.0
4
7.3%
3.0
5
9.1%
2.0
8
14.5%
1.0
4
7.3%
0.0
14
25.5%
-1.0
2
3.6%
-2.0
2
3.6%
-4.0
1
1.8%
-5.0
1
1.8%
Value for money rank 2021-2020
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank Change 2021-2020
0.42
Rank Stability
-0.30
Value for money Rank Stability
-0.30
Value for money rank 2021
0.27
Value for money rank 2022
0.23
Average course length (months)
-0.21
Faculty Change
-0.21
Careers service rank 2021-2020
0.19
Careers service Rank Stability
0.17
International Board Change
-0.15
Satisfaction Change
0.15
Weighted salary (US$) 2021
0.13
LinkedIn Followers
0.13
Career progress Rank Stability
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.54
Internships (%)
0.44
Length of Programme(terms)
0.30
Average Experience of Faculty
0.27
MOST FREQUENT VALUES
0.0
16
29.1%
1.0
6
10.9%
4.0
4
7.3%
6.0
4
7.3%
-2.0
4
7.3%
8.0
3
5.5%
2.0
3
5.5%
-1.0
2
3.6%
7.0
2
3.6%
3.0
2
3.6%
10.0
2
3.6%
-3.0
2
3.6%
-11.0
1
1.8%
9.0
1
1.8%
-16.0
1
1.8%
SMALLEST VALUES
-24.0
1
1.8%
-16.0
1
1.8%
-11.0
1
1.8%
-3.0
2
3.6%
-2.0
4
7.3%
-1.0
2
3.6%
0.0
16
29.1%
1.0
6
10.9%
2.0
3
5.5%
3.0
2
3.6%
4.0
4
7.3%
6.0
4
7.3%
7.0
2
3.6%
8.0
3
5.5%
9.0
1
1.8%
LARGEST VALUES
14.0
1
1.8%
10.0
2
3.6%
9.0
1
1.8%
8.0
3
5.5%
7.0
2
3.6%
6.0
4
7.3%
4.0
4
7.3%
3.0
2
3.6%
2.0
3
5.5%
1.0
6
10.9%
0.0
16
29.1%
-1.0
2
3.6%
-2.0
4
7.3%
-3.0
2
3.6%
-11.0
1
1.8%
Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Value for money Rank Stability
1.00
Value for money rank 2022
-0.56
Value for money rank 2021
-0.50
International students (%) 2022
-0.49
International board (%) 2022
-0.33
Average course length (months)
0.30
Value for money rank 2021-2020
-0.30
International faculty (%) 2022
-0.29
International work mobility rank 2022-2021
-0.26
International course experience rank 2022-2021
0.25
Careers service rank 2021-2020
-0.23
Female students (%) 2022 Change
-0.20
Female faculty (%) 2022 Change
-0.20
Women on board (%) 2022 Change
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.83
Average Experience of Faculty
0.37
International course experience rank 2021-2020
0.32
Length of Programme(terms)
0.31
MOST FREQUENT VALUES
0.0
4
7.3%
0.037248404
1
1.8%
0.311085508
1
1.8%
0.045028305
1
1.8%
0.251976315
1
1.8%
0.540061725
1
1.8%
0.151262995
1
1.8%
0.305415232
1
1.8%
0.067620069
1
1.8%
0.186841285
1
1.8%
0.114068441
1
1.8%
0.214285714
1
1.8%
0.050427008
1
1.8%
0.066523262
1
1.8%
0.056979883
1
1.8%
SMALLEST VALUES
0.0
4
7.3%
0.017234336
1
1.8%
0.024299603
1
1.8%
0.030878668
1
1.8%
0.033333333
1
1.8%
0.037248404
1
1.8%
0.043019
1
1.8%
0.043762524
1
1.8%
0.043770237
1
1.8%
0.044023607
1
1.8%
0.045028305
1
1.8%
0.046431212
1
1.8%
0.050427008
1
1.8%
0.053939555
1
1.8%
0.054610671
1
1.8%
LARGEST VALUES
0.587944736
1
1.8%
0.540061725
1
1.8%
0.537036966
1
1.8%
0.528994698
1
1.8%
0.471404521
1
1.8%
0.367990036
1
1.8%
0.311085508
1
1.8%
0.305415232
1
1.8%
0.288347653
1
1.8%
0.273287864
1
1.8%
0.265165043
1
1.8%
0.251976315
1
1.8%
0.223826012
1
1.8%
0.217487555
1
1.8%
0.214285714
1
1.8%
Careers service Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Weighted salary (US$) 2021
0.44
Weighted salary (US$) 2022
0.37
International work mobility rank 2021-2020
-0.36
Overall satisfaction 2021
0.35
Overall satisfaction 2022
0.30
International board (%) 2022
-0.29
Faculty with doctorates (%) 2021
0.28
Careers service rank 2022-2021
0.27
Google Rating
0.24
Rank in 2022
-0.23
International faculty Change
0.23
International faculty (%) 2022
-0.22
International course experience rank 2022-2021
0.22
Salary percentage increase 2021
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.56
Internships (%)
0.46
Average Experience of Faculty
0.40
Length of Programme(terms)
0.15
MOST FREQUENT VALUES
0.0
4
7.3%
0.260869565
1
1.8%
0.315888803
1
1.8%
0.137112893
1
1.8%
0.087765663
1
1.8%
0.198607276
1
1.8%
0.194783823
1
1.8%
0.055503021
1
1.8%
0.092327221
1
1.8%
0.144396953
1
1.8%
0.045405197
1
1.8%
0.38393513
1
1.8%
0.428571429
1
1.8%
0.225374116
1
1.8%
0.158367524
1
1.8%
SMALLEST VALUES
0.0
4
7.3%
0.033612177
1
1.8%
0.045405197
1
1.8%
0.049261084
1
1.8%
0.055503021
1
1.8%
0.060036513
1
1.8%
0.064413407
1
1.8%
0.070564949
1
1.8%
0.087765663
1
1.8%
0.091374778
1
1.8%
0.092327221
1
1.8%
0.107204629
1
1.8%
0.111847779
1
1.8%
0.118337116
1
1.8%
0.12225333
1
1.8%
LARGEST VALUES
0.755184991
1
1.8%
0.545454545
1
1.8%
0.521204028
1
1.8%
0.512665081
1
1.8%
0.489897949
1
1.8%
0.46065642
1
1.8%
0.455420034
1
1.8%
0.428571429
1
1.8%
0.423980861
1
1.8%
0.38393513
1
1.8%
0.373202199
1
1.8%
0.373174569
1
1.8%
0.329633841
1
1.8%
0.315888803
1
1.8%
0.312988904
1
1.8%
International course experience Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank in 2022
-0.47
Weighted salary (US$) 2022
0.36
Weighted salary (US$) 2021
0.34
Students per Staff
0.33
International work mobility Rank Stability
0.32
International course experience rank 2022-2021
0.32
Overall satisfaction 2022
0.32
Overall satisfaction 2021
0.28
Salary percentage increase 2021
0.25
Career progress rank 2022-2021
0.25
Faculty with doctorates (%) 2021
0.25
Aims achieved (%) 2022
0.25
Career progress rank 2021-2020
-0.24
Citations per Faculty
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.62
International course experience rank 2021-2020
0.43
Average Experience of Faculty
0.37
Length of Programme(terms)
0.31
MOST FREQUENT VALUES
0.0
5
9.1%
0.320256308
1
1.8%
0.097990789
1
1.8%
0.177473454
1
1.8%
0.255342907
1
1.8%
0.158305387
1
1.8%
0.094099394
1
1.8%
0.113651514
1
1.8%
0.375698995
1
1.8%
0.21593304
1
1.8%
0.189581821
1
1.8%
0.076622936
1
1.8%
0.054811734
1
1.8%
0.306962734
1
1.8%
0.054126588
1
1.8%
SMALLEST VALUES
0.0
5
9.1%
0.021427478
1
1.8%
0.041399585
1
1.8%
0.046954872
1
1.8%
0.054126588
1
1.8%
0.054811734
1
1.8%
0.056568542
1
1.8%
0.062115457
1
1.8%
0.076622936
1
1.8%
0.077670774
1
1.8%
0.082910036
1
1.8%
0.084852814
1
1.8%
0.090714754
1
1.8%
0.090961861
1
1.8%
0.094099394
1
1.8%
LARGEST VALUES
0.771790612
1
1.8%
0.644345104
1
1.8%
0.482976183
1
1.8%
0.470996555
1
1.8%
0.418756071
1
1.8%
0.385627093
1
1.8%
0.375698995
1
1.8%
0.340649982
1
1.8%
0.320256308
1
1.8%
0.306962734
1
1.8%
0.305882353
1
1.8%
0.285106023
1
1.8%
0.264575131
1
1.8%
0.255342907
1
1.8%
0.217217322
1
1.8%
International work mobility Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students (%) 2022
0.50
Average course length (months)
-0.38
International faculty (%) 2022
0.37
Rank in 2022
-0.34
International course experience Rank Stability
0.32
Salary percentage increase 2021
0.31
Weighted salary (US$) 2021
0.29
International students Change
0.28
Overall satisfaction 2021
0.27
Instagram engagement %
-0.27
LinkedIn Followers
0.27
International students (%) 2022 Change
-0.23
International faculty (%) 2022 Change
-0.23
International board (%) 2022 Change
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
0.58
Internships (%)
0.58
International course experience rank 2021-2020
0.46
Average Experience of Faculty
0.32
MOST FREQUENT VALUES
0.0
3
5.5%
0.197403491
1
1.8%
0.078826887
1
1.8%
0.064015371
1
1.8%
0.302709515
1
1.8%
0.087738754
1
1.8%
0.341091616
1
1.8%
0.252259907
1
1.8%
0.172229469
1
1.8%
0.145613035
1
1.8%
0.177094911
1
1.8%
0.043350445
1
1.8%
0.186818126
1
1.8%
0.039000644
1
1.8%
0.210347221
1
1.8%
SMALLEST VALUES
0.0
3
5.5%
0.007252377
1
1.8%
0.039000644
1
1.8%
0.040983951
1
1.8%
0.043350445
1
1.8%
0.048660969
1
1.8%
0.048866242
1
1.8%
0.049309695
1
1.8%
0.050321955
1
1.8%
0.057150527
1
1.8%
0.064015371
1
1.8%
0.078826887
1
1.8%
0.081124906
1
1.8%
0.086602189
1
1.8%
0.087738754
1
1.8%
LARGEST VALUES
1.044465936
1
1.8%
0.837110072
1
1.8%
0.629340559
1
1.8%
0.586917958
1
1.8%
0.504010794
1
1.8%
0.481045693
1
1.8%
0.436402926
1
1.8%
0.394291117
1
1.8%
0.384900179
1
1.8%
0.341091616
1
1.8%
0.340679837
1
1.8%
0.329212078
1
1.8%
0.321040116
1
1.8%
0.320780299
1
1.8%
0.314922952
1
1.8%
Career progress Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Salary percentage increase 2022
0.59
Career progress rank 2021-2020
0.54
Career progress rank 2022-2021
-0.50
International students (%) 2022
0.36
Average course length (months)
-0.33
International students (%) 2022 Change
-0.32
International faculty (%) 2022 Change
-0.32
International board (%) 2022 Change
-0.32
Overall satisfaction 2022
-0.31
Salary percentage increase 2021
0.29
Value for money rank 2022
0.27
Rank Change 2022-2021
0.23
Value for money rank 2021
0.22
Women on board Change
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.73
International course experience rank 2021-2020
0.42
Length of Programme(terms)
0.40
Average Experience of Faculty
0.30
MOST FREQUENT VALUES
0.141871103
1
1.8%
0.709637157
1
1.8%
0.246540827
1
1.8%
1.13969436
1
1.8%
0.15407776
1
1.8%
0.38897807
1
1.8%
0.210840447
1
1.8%
0.183190592
1
1.8%
0.072523772
1
1.8%
0.662861522
1
1.8%
0.106800047
1
1.8%
0.165466328
1
1.8%
0.401255426
1
1.8%
0.623126079
1
1.8%
0.683672003
1
1.8%
SMALLEST VALUES
0.0
1
1.8%
0.032888687
1
1.8%
0.048882372
1
1.8%
0.052692697
1
1.8%
0.072523772
1
1.8%
0.106800047
1
1.8%
0.11971663
1
1.8%
0.141871103
1
1.8%
0.142476068
1
1.8%
0.150071584
1
1.8%
0.150696407
1
1.8%
0.15407776
1
1.8%
0.165466328
1
1.8%
0.169728501
1
1.8%
0.183190592
1
1.8%
LARGEST VALUES
1.88159813
1
1.8%
1.23054945
1
1.8%
1.163931452
1
1.8%
1.143099698
1
1.8%
1.13969436
1
1.8%
1.115437665
1
1.8%
1.053137759
1
1.8%
0.761375549
1
1.8%
0.729545022
1
1.8%
0.709637157
1
1.8%
0.683672003
1
1.8%
0.662861522
1
1.8%
0.623126079
1
1.8%
0.619403217
1
1.8%
0.603395501
1
1.8%
Value for money Rank Stability
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rank Stability
1.00
Value for money rank 2022
-0.56
Value for money rank 2021
-0.50
International students (%) 2022
-0.49
International board (%) 2022
-0.33
Average course length (months)
0.30
Value for money rank 2021-2020
-0.30
International faculty (%) 2022
-0.29
International work mobility rank 2022-2021
-0.26
International course experience rank 2022-2021
0.25
Careers service rank 2021-2020
-0.23
Female students (%) 2022 Change
-0.20
Female faculty (%) 2022 Change
-0.20
Women on board (%) 2022 Change
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.83
Average Experience of Faculty
0.37
International course experience rank 2021-2020
0.32
Length of Programme(terms)
0.31
MOST FREQUENT VALUES
0.0
4
7.3%
0.037248404
1
1.8%
0.311085508
1
1.8%
0.045028305
1
1.8%
0.251976315
1
1.8%
0.540061725
1
1.8%
0.151262995
1
1.8%
0.305415232
1
1.8%
0.067620069
1
1.8%
0.186841285
1
1.8%
0.114068441
1
1.8%
0.214285714
1
1.8%
0.050427008
1
1.8%
0.066523262
1
1.8%
0.056979883
1
1.8%
SMALLEST VALUES
0.0
4
7.3%
0.017234336
1
1.8%
0.024299603
1
1.8%
0.030878668
1
1.8%
0.033333333
1
1.8%
0.037248404
1
1.8%
0.043019
1
1.8%
0.043762524
1
1.8%
0.043770237
1
1.8%
0.044023607
1
1.8%
0.045028305
1
1.8%
0.046431212
1
1.8%
0.050427008
1
1.8%
0.053939555
1
1.8%
0.054610671
1
1.8%
LARGEST VALUES
0.587944736
1
1.8%
0.540061725
1
1.8%
0.537036966
1
1.8%
0.528994698
1
1.8%
0.471404521
1
1.8%
0.367990036
1
1.8%
0.311085508
1
1.8%
0.305415232
1
1.8%
0.288347653
1
1.8%
0.273287864
1
1.8%
0.265165043
1
1.8%
0.251976315
1
1.8%
0.223826012
1
1.8%
0.217487555
1
1.8%
0.214285714
1
1.8%
Faculty Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International faculty Change
0.44
International work mobility rank 2021-2020
-0.32
International students Change
0.29
Aims achieved (%) 2022
0.26
Google Rating
0.24
Value for money rank 2021
-0.22
Rank Change 2021-2020
0.22
Female faculty (%) 2022
-0.21
Value for money rank 2021-2020
-0.21
Average course length (months)
-0.20
Women on board (%) 2022
-0.19
Threeyear average 2022
-0.18
Value for money rank 2022
-0.18
International Board Change
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.47
International course experience rank 2021-2020
0.39
Average Experience of Faculty
0.28
Length of Programme(terms)
0.20
MOST FREQUENT VALUES
0.0
25
45.5%
-0.333333333
5
9.1%
-0.666666667
5
9.1%
-1.0
3
5.5%
-3.0
3
5.5%
1.0
2
3.6%
-2.0
2
3.6%
-4.666666667
2
3.6%
-2.666666667
2
3.6%
1.333333333
1
1.8%
-5.0
1
1.8%
1.666666667
1
1.8%
4.666666667
1
1.8%
-5.5
1
1.8%
3.0
1
1.8%
SMALLEST VALUES
-5.5
1
1.8%
-5.0
1
1.8%
-4.666666667
2
3.6%
-3.0
3
5.5%
-2.666666667
2
3.6%
-2.0
2
3.6%
-1.0
3
5.5%
-0.666666667
5
9.1%
-0.333333333
5
9.1%
0.0
25
45.5%
1.0
2
3.6%
1.333333333
1
1.8%
1.666666667
1
1.8%
3.0
1
1.8%
4.666666667
1
1.8%
LARGEST VALUES
4.666666667
1
1.8%
3.0
1
1.8%
1.666666667
1
1.8%
1.333333333
1
1.8%
1.0
2
3.6%
0.0
25
45.5%
-0.333333333
5
9.1%
-0.666666667
5
9.1%
-1.0
3
5.5%
-2.0
2
3.6%
-2.666666667
2
3.6%
-3.0
3
5.5%
-4.666666667
2
3.6%
-5.0
1
1.8%
-5.5
1
1.8%
International Board Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Salary percentage increase 2022
0.29
International board (%) 2022
-0.28
International faculty Change
0.28
Aims achieved (%) 2022
0.27
Average course length (months)
-0.27
Instagram engagement %
-0.24
Rank in 2022
-0.24
International work mobility rank 2022-2021
-0.24
International students Change
0.22
Careers service rank 2022-2021
-0.22
Careers service rank 2021-2020
0.20
Google Rating
0.20
Faculty Change
0.18
Rank Change 2021-2020
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.40
Average Experience of Faculty
0.35
International course experience rank 2021-2020
0.34
Length of Programme(terms)
0.22
MOST FREQUENT VALUES
0.0
15
27.3%
-1.666666667
4
7.3%
-9.0
3
5.5%
2.666666667
3
5.5%
3.666666667
2
3.6%
-5.333333333
2
3.6%
-4.333333333
2
3.6%
-0.666666667
2
3.6%
1.333333333
2
3.6%
-3.666666667
1
1.8%
-0.333333333
1
1.8%
-14.66666667
1
1.8%
3.0
1
1.8%
-14.0
1
1.8%
-2.666666667
1
1.8%
SMALLEST VALUES
-27.0
1
1.8%
-14.66666667
1
1.8%
-14.0
1
1.8%
-10.0
1
1.8%
-9.0
3
5.5%
-7.0
1
1.8%
-6.666666667
1
1.8%
-5.333333333
2
3.6%
-4.666666667
1
1.8%
-4.333333333
2
3.6%
-4.0
1
1.8%
-3.666666667
1
1.8%
-3.0
1
1.8%
-2.666666667
1
1.8%
-1.666666667
4
7.3%
LARGEST VALUES
24.0
1
1.8%
14.0
1
1.8%
4.333333333
1
1.8%
4.0
1
1.8%
3.666666667
2
3.6%
3.333333333
1
1.8%
3.0
1
1.8%
2.666666667
3
5.5%
1.333333333
2
3.6%
0.666666667
1
1.8%
0.333333333
1
1.8%
0.0
15
27.3%
-0.333333333
1
1.8%
-0.666666667
2
3.6%
-1.666666667
4
7.3%
Women on board Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Women on board (%) 2022
-0.39
Careers service rank 2022-2021
0.27
Value for money rank 2022-2021
-0.22
Satisfaction Change
0.21
Career progress Rank Stability
0.21
Overall satisfaction 2022
-0.18
Salary percentage increase 2022
0.17
Google Number of Reviews
0.16
International faculty Change
-0.15
International work mobility rank 2022-2021
0.12
International work mobility rank 2021-2020
-0.12
Weighted salary (US$) 2021
-0.12
Value for money rank 2021-2020
-0.11
Rank in 2022
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.60
International course experience rank 2021-2020
0.28
Length of Programme(terms)
0.18
Average Experience of Faculty
0.09
MOST FREQUENT VALUES
0.0
14
25.5%
0.666666667
4
7.3%
1.0
3
5.5%
-4.0
3
5.5%
-2.333333333
2
3.6%
-1.666666667
2
3.6%
-0.333333333
2
3.6%
-1.333333333
2
3.6%
-8.333333333
1
1.8%
-1.0
1
1.8%
5.0
1
1.8%
1.666666667
1
1.8%
-3.666666667
1
1.8%
-3.333333333
1
1.8%
-28.0
1
1.8%
SMALLEST VALUES
-28.0
1
1.8%
-8.333333333
1
1.8%
-7.0
1
1.8%
-6.333333333
1
1.8%
-5.333333333
1
1.8%
-5.0
1
1.8%
-4.0
3
5.5%
-3.666666667
1
1.8%
-3.333333333
1
1.8%
-2.333333333
2
3.6%
-2.0
1
1.8%
-1.666666667
2
3.6%
-1.333333333
2
3.6%
-1.0
1
1.8%
-0.666666667
1
1.8%
LARGEST VALUES
8.0
1
1.8%
6.0
1
1.8%
5.666666667
1
1.8%
5.0
1
1.8%
4.333333333
1
1.8%
4.0
1
1.8%
3.333333333
1
1.8%
2.333333333
1
1.8%
2.0
1
1.8%
1.666666667
1
1.8%
1.333333333
1
1.8%
1.0
3
5.5%
0.666666667
4
7.3%
0.0
14
25.5%
-0.333333333
2
3.6%
International faculty Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Faculty Change
0.44
Value for money rank 2021
-0.43
International faculty (%) 2022
-0.42
International students Change
0.41
Google Rating
0.40
Value for money rank 2022
-0.39
Careers service rank 2022-2021
0.36
Rank Change 2021-2020
0.36
International Board Change
0.28
International course experience rank 2022-2021
0.27
International board (%) 2022
-0.25
Women on board (%) 2022
-0.24
Careers service Rank Stability
0.23
Female faculty (%) 2022
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
International course experience rank 2021-2020
0.43
Internships (%)
0.34
Average Experience of Faculty
0.19
Length of Programme(terms)
0.14
MOST FREQUENT VALUES
-3.0
6
10.9%
0.0
5
9.1%
-0.333333333
5
9.1%
-1.0
4
7.3%
-2.0
4
7.3%
0.333333333
3
5.5%
-0.666666667
3
5.5%
-1.333333333
2
3.6%
-4.666666667
2
3.6%
2.0
2
3.6%
-1.5
1
1.8%
-2.666666667
1
1.8%
-14.0
1
1.8%
-5.0
1
1.8%
4.0
1
1.8%
SMALLEST VALUES
-14.0
1
1.8%
-7.666666667
1
1.8%
-6.0
1
1.8%
-5.0
1
1.8%
-4.666666667
2
3.6%
-3.333333333
1
1.8%
-3.0
6
10.9%
-2.666666667
1
1.8%
-2.333333333
1
1.8%
-2.0
4
7.3%
-1.666666667
1
1.8%
-1.5
1
1.8%
-1.333333333
2
3.6%
-1.0
4
7.3%
-0.666666667
3
5.5%
LARGEST VALUES
5.0
1
1.8%
4.5
1
1.8%
4.333333333
1
1.8%
4.0
1
1.8%
3.333333333
1
1.8%
2.0
2
3.6%
1.666666667
1
1.8%
1.333333333
1
1.8%
1.0
1
1.8%
0.666666667
1
1.8%
0.5
1
1.8%
0.333333333
3
5.5%
0.0
5
9.1%
-0.333333333
5
9.1%
-0.666666667
3
5.5%
International students Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Average course length (months)
-0.49
Careers service rank 2022-2021
0.43
International faculty Change
0.41
Female faculty (%) 2022
-0.37
Instagram engagement %
-0.35
Threeyear average 2022
0.34
Faculty with doctorates (%) 2022
-0.34
Faculty Change
0.29
Rank Change 2022-2021
0.29
International work mobility Rank Stability
0.28
International board (%) 2022
-0.27
Value for money rank 2022
-0.23
International Board Change
0.22
Careers service Rank Stability
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.41
Average Experience of Faculty
0.40
Length of Programme(terms)
0.38
International course experience rank 2021-2020
0.32
MOST FREQUENT VALUES
0.0
12
21.8%
-1.666666667
5
9.1%
1.333333333
5
9.1%
-2.333333333
3
5.5%
-3.0
2
3.6%
-0.666666667
2
3.6%
-4.0
2
3.6%
-0.333333333
2
3.6%
-2.0
2
3.6%
2.333333333
1
1.8%
3.0
1
1.8%
6.333333333
1
1.8%
-6.333333333
1
1.8%
-15.0
1
1.8%
-11.0
1
1.8%
SMALLEST VALUES
-15.0
1
1.8%
-11.0
1
1.8%
-8.0
1
1.8%
-6.333333333
1
1.8%
-4.0
2
3.6%
-3.666666667
1
1.8%
-3.333333333
1
1.8%
-3.0
2
3.6%
-2.666666667
1
1.8%
-2.333333333
3
5.5%
-2.0
2
3.6%
-1.666666667
5
9.1%
-1.0
1
1.8%
-0.666666667
2
3.6%
-0.333333333
2
3.6%
LARGEST VALUES
11.0
1
1.8%
10.0
1
1.8%
9.0
1
1.8%
8.5
1
1.8%
6.333333333
1
1.8%
4.333333333
1
1.8%
3.0
1
1.8%
2.333333333
1
1.8%
2.0
1
1.8%
1.666666667
1
1.8%
1.333333333
5
9.1%
1.0
1
1.8%
0.666666667
1
1.8%
0.0
12
21.8%
-0.333333333
2
3.6%
Female students (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female faculty (%) 2022 Change
1.00
Women on board (%) 2022 Change
1.00
Research Quality
0.43
Women on board (%) 2022
0.40
Salary percentage increase 2022
-0.39
Faculty with doctorates (%) 2021
0.31
Overall satisfaction 2021
0.29
Rank Change 2022-2021
0.26
Google Rating
0.26
International faculty (%) 2022
0.26
Value for money rank 2021
0.22
Average course length (months)
-0.22
Threeyear average 2022
0.21
Rank Stability
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.80
Average Experience of Faculty
0.21
Length of Programme(terms)
0.13
International course experience rank 2021-2020
0.11
MOST FREQUENT VALUES
0.0
5
9.1%
-1.636363636
3
5.5%
1.111111111
2
3.6%
-2.454545455
2
3.6%
-0.636363636
2
3.6%
0.777777778
2
3.6%
-0.166666667
2
3.6%
-1.909090909
1
1.8%
-7.0
1
1.8%
-3.363636364
1
1.8%
0.272727273
1
1.8%
-1.666666667
1
1.8%
1.75
1
1.8%
3.555555556
1
1.8%
-0.909090909
1
1.8%
SMALLEST VALUES
-19.0
1
1.8%
-7.0
1
1.8%
-5.4
1
1.8%
-4.6
1
1.8%
-4.4
1
1.8%
-4.181818182
1
1.8%
-3.363636364
1
1.8%
-2.666666667
1
1.8%
-2.454545455
2
3.6%
-2.222222222
1
1.8%
-2.181818182
1
1.8%
-1.909090909
1
1.8%
-1.666666667
1
1.8%
-1.636363636
3
5.5%
-1.555555556
1
1.8%
LARGEST VALUES
5.0
1
1.8%
3.888888889
1
1.8%
3.555555556
1
1.8%
2.333333333
1
1.8%
2.111111111
1
1.8%
2.0
1
1.8%
1.909090909
1
1.8%
1.75
1
1.8%
1.727272727
1
1.8%
1.555555556
1
1.8%
1.4
1
1.8%
1.333333333
1
1.8%
1.181818182
1
1.8%
1.111111111
2
3.6%
0.888888889
1
1.8%
Female faculty (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female students (%) 2022 Change
1.00
Women on board (%) 2022 Change
1.00
Research Quality
0.43
Women on board (%) 2022
0.40
Salary percentage increase 2022
-0.39
Faculty with doctorates (%) 2021
0.31
Overall satisfaction 2021
0.29
Rank Change 2022-2021
0.26
Google Rating
0.26
International faculty (%) 2022
0.26
Value for money rank 2021
0.22
Average course length (months)
-0.22
Threeyear average 2022
0.21
Rank Stability
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.80
Average Experience of Faculty
0.21
Length of Programme(terms)
0.13
International course experience rank 2021-2020
0.11
MOST FREQUENT VALUES
0.0
5
9.1%
-1.636363636
3
5.5%
1.111111111
2
3.6%
-2.454545455
2
3.6%
-0.636363636
2
3.6%
0.777777778
2
3.6%
-0.166666667
2
3.6%
-1.909090909
1
1.8%
-7.0
1
1.8%
-3.363636364
1
1.8%
0.272727273
1
1.8%
-1.666666667
1
1.8%
1.75
1
1.8%
3.555555556
1
1.8%
-0.909090909
1
1.8%
SMALLEST VALUES
-19.0
1
1.8%
-7.0
1
1.8%
-5.4
1
1.8%
-4.6
1
1.8%
-4.4
1
1.8%
-4.181818182
1
1.8%
-3.363636364
1
1.8%
-2.666666667
1
1.8%
-2.454545455
2
3.6%
-2.222222222
1
1.8%
-2.181818182
1
1.8%
-1.909090909
1
1.8%
-1.666666667
1
1.8%
-1.636363636
3
5.5%
-1.555555556
1
1.8%
LARGEST VALUES
5.0
1
1.8%
3.888888889
1
1.8%
3.555555556
1
1.8%
2.333333333
1
1.8%
2.111111111
1
1.8%
2.0
1
1.8%
1.909090909
1
1.8%
1.75
1
1.8%
1.727272727
1
1.8%
1.555555556
1
1.8%
1.4
1
1.8%
1.333333333
1
1.8%
1.181818182
1
1.8%
1.111111111
2
3.6%
0.888888889
1
1.8%
Women on board (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Female students (%) 2022 Change
1.00
Female faculty (%) 2022 Change
1.00
Research Quality
0.43
Women on board (%) 2022
0.40
Salary percentage increase 2022
-0.39
Faculty with doctorates (%) 2021
0.31
Overall satisfaction 2021
0.29
Rank Change 2022-2021
0.26
Google Rating
0.26
International faculty (%) 2022
0.26
Value for money rank 2021
0.22
Average course length (months)
-0.22
Threeyear average 2022
0.21
Rank Stability
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Internships (%)
0.80
Average Experience of Faculty
0.21
Length of Programme(terms)
0.13
International course experience rank 2021-2020
0.11
MOST FREQUENT VALUES
0.0
5
9.1%
-1.636363636
3
5.5%
1.111111111
2
3.6%
-2.454545455
2
3.6%
-0.636363636
2
3.6%
0.777777778
2
3.6%
-0.166666667
2
3.6%
-1.909090909
1
1.8%
-7.0
1
1.8%
-3.363636364
1
1.8%
0.272727273
1
1.8%
-1.666666667
1
1.8%
1.75
1
1.8%
3.555555556
1
1.8%
-0.909090909
1
1.8%
SMALLEST VALUES
-19.0
1
1.8%
-7.0
1
1.8%
-5.4
1
1.8%
-4.6
1
1.8%
-4.4
1
1.8%
-4.181818182
1
1.8%
-3.363636364
1
1.8%
-2.666666667
1
1.8%
-2.454545455
2
3.6%
-2.222222222
1
1.8%
-2.181818182
1
1.8%
-1.909090909
1
1.8%
-1.666666667
1
1.8%
-1.636363636
3
5.5%
-1.555555556
1
1.8%
LARGEST VALUES
5.0
1
1.8%
3.888888889
1
1.8%
3.555555556
1
1.8%
2.333333333
1
1.8%
2.111111111
1
1.8%
2.0
1
1.8%
1.909090909
1
1.8%
1.75
1
1.8%
1.727272727
1
1.8%
1.555555556
1
1.8%
1.4
1
1.8%
1.333333333
1
1.8%
1.181818182
1
1.8%
1.111111111
2
3.6%
0.888888889
1
1.8%
Satisfaction Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Careers service rank 2021-2020
0.39
Overall satisfaction 2022
-0.39
Careers service rank 2022-2021
0.33
Rank Change 2022-2021
0.31
Female faculty (%) 2022
0.25
Women on board Change
0.21
Instagram engagement %
0.20
Rank Change 2021-2020
0.18
Google Number of Reviews
-0.17
Faculty Change
-0.16
Citations per Faculty
0.16
Female students (%) 2022 Change
0.15
Female faculty (%) 2022 Change
0.15
Women on board (%) 2022 Change
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Length of Programme(terms)
0.58
International course experience rank 2021-2020
0.50
Internships (%)
0.40
Average Experience of Faculty
0.24
MOST FREQUENT VALUES
0.0
8
14.5%
-0.05
3
5.5%
-0.005
2
3.6%
-0.085
2
3.6%
-0.165
2
3.6%
0.095
2
3.6%
-0.04
2
3.6%
-0.13
2
3.6%
-0.075
1
1.8%
0.055
1
1.8%
0.09
1
1.8%
-0.145
1
1.8%
0.26
1
1.8%
-0.035
1
1.8%
-0.18
1
1.8%
SMALLEST VALUES
-0.375
1
1.8%
-0.24
1
1.8%
-0.23
1
1.8%
-0.22
1
1.8%
-0.19
1
1.8%
-0.18
1
1.8%
-0.165
2
3.6%
-0.16
1
1.8%
-0.155
1
1.8%
-0.145
1
1.8%
-0.13
2
3.6%
-0.09
1
1.8%
-0.085
2
3.6%
-0.075
1
1.8%
-0.05
3
5.5%
LARGEST VALUES
0.64
1
1.8%
0.33
1
1.8%
0.26
1
1.8%
0.22
1
1.8%
0.215
1
1.8%
0.21
1
1.8%
0.18
1
1.8%
0.165
1
1.8%
0.155
1
1.8%
0.14
1
1.8%
0.11
1
1.8%
0.095
2
3.6%
0.09
1
1.8%
0.08
1
1.8%
0.075
1
1.8%
International students (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International faculty (%) 2022 Change
1.00
International board (%) 2022 Change
1.00
International students (%) 2022
-0.42
International board (%) 2022
0.41
Career progress Rank Stability
-0.32
Value for money rank 2021
-0.27
Career progress rank 2021-2020
-0.23
International work mobility Rank Stability
-0.23
Rank Change 2022-2021
-0.22
Career progress rank 2022-2021
0.22
Weighted salary (US$) 2021
-0.21
Women on board (%) 2022
0.20
Value for money rank 2022
-0.18
Instagram engagement %
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.44
Internships (%)
0.32
Length of Programme(terms)
0.31
International course experience rank 2021-2020
0.28
MOST FREQUENT VALUES
0.0
5
9.1%
3.727272727
2
3.6%
-0.636363636
2
3.6%
0.818181818
2
3.6%
0.272727273
2
3.6%
-0.181818182
2
3.6%
0.363636364
2
3.6%
-6.545454545
2
3.6%
3.2
1
1.8%
2.181818182
1
1.8%
-0.818181818
1
1.8%
2.0
1
1.8%
-6.6
1
1.8%
-0.454545455
1
1.8%
-3.636363636
1
1.8%
SMALLEST VALUES
-11.0
1
1.8%
-6.636363636
1
1.8%
-6.6
1
1.8%
-6.545454545
2
3.6%
-4.818181818
1
1.8%
-4.454545455
1
1.8%
-4.090909091
1
1.8%
-3.636363636
1
1.8%
-3.454545455
1
1.8%
-3.272727273
1
1.8%
-3.181818182
1
1.8%
-3.090909091
1
1.8%
-3.0
1
1.8%
-2.833333333
1
1.8%
-2.636363636
1
1.8%
LARGEST VALUES
16.2
1
1.8%
7.6
1
1.8%
4.0
1
1.8%
3.727272727
2
3.6%
3.363636364
1
1.8%
3.333333333
1
1.8%
3.2
1
1.8%
2.727272727
1
1.8%
2.272727273
1
1.8%
2.181818182
1
1.8%
2.0
1
1.8%
1.833333333
1
1.8%
1.0
1
1.8%
0.818181818
2
3.6%
0.363636364
2
3.6%
International faculty (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students (%) 2022 Change
1.00
International board (%) 2022 Change
1.00
International students (%) 2022
-0.42
International board (%) 2022
0.41
Career progress Rank Stability
-0.32
Value for money rank 2021
-0.27
Career progress rank 2021-2020
-0.23
International work mobility Rank Stability
-0.23
Rank Change 2022-2021
-0.22
Career progress rank 2022-2021
0.22
Weighted salary (US$) 2021
-0.21
Women on board (%) 2022
0.20
Value for money rank 2022
-0.18
Instagram engagement %
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.44
Internships (%)
0.32
Length of Programme(terms)
0.31
International course experience rank 2021-2020
0.28
MOST FREQUENT VALUES
0.0
5
9.1%
3.727272727
2
3.6%
-0.636363636
2
3.6%
0.818181818
2
3.6%
0.272727273
2
3.6%
-0.181818182
2
3.6%
0.363636364
2
3.6%
-6.545454545
2
3.6%
3.2
1
1.8%
2.181818182
1
1.8%
-0.818181818
1
1.8%
2.0
1
1.8%
-6.6
1
1.8%
-0.454545455
1
1.8%
-3.636363636
1
1.8%
SMALLEST VALUES
-11.0
1
1.8%
-6.636363636
1
1.8%
-6.6
1
1.8%
-6.545454545
2
3.6%
-4.818181818
1
1.8%
-4.454545455
1
1.8%
-4.090909091
1
1.8%
-3.636363636
1
1.8%
-3.454545455
1
1.8%
-3.272727273
1
1.8%
-3.181818182
1
1.8%
-3.090909091
1
1.8%
-3.0
1
1.8%
-2.833333333
1
1.8%
-2.636363636
1
1.8%
LARGEST VALUES
16.2
1
1.8%
7.6
1
1.8%
4.0
1
1.8%
3.727272727
2
3.6%
3.363636364
1
1.8%
3.333333333
1
1.8%
3.2
1
1.8%
2.727272727
1
1.8%
2.272727273
1
1.8%
2.181818182
1
1.8%
2.0
1
1.8%
1.833333333
1
1.8%
1.0
1
1.8%
0.818181818
2
3.6%
0.363636364
2
3.6%
International board (%) 2022 Change
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
International students (%) 2022 Change
1.00
International faculty (%) 2022 Change
1.00
International students (%) 2022
-0.42
International board (%) 2022
0.41
Career progress Rank Stability
-0.32
Value for money rank 2021
-0.27
Career progress rank 2021-2020
-0.23
International work mobility Rank Stability
-0.23
Rank Change 2022-2021
-0.22
Career progress rank 2022-2021
0.22
Weighted salary (US$) 2021
-0.21
Women on board (%) 2022
0.20
Value for money rank 2022
-0.18
Instagram engagement %
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Average Experience of Faculty
0.44
Internships (%)
0.32
Length of Programme(terms)
0.31
International course experience rank 2021-2020
0.28
MOST FREQUENT VALUES
0.0
5
9.1%
3.727272727
2
3.6%
-0.636363636
2
3.6%
0.818181818
2
3.6%
0.272727273
2
3.6%
-0.181818182
2
3.6%
0.363636364
2
3.6%
-6.545454545
2
3.6%
3.2
1
1.8%
2.181818182
1
1.8%
-0.818181818
1
1.8%
2.0
1
1.8%
-6.6
1
1.8%
-0.454545455
1
1.8%
-3.636363636
1
1.8%
SMALLEST VALUES
-11.0
1
1.8%
-6.636363636
1
1.8%
-6.6
1
1.8%
-6.545454545
2
3.6%
-4.818181818
1
1.8%
-4.454545455
1
1.8%
-4.090909091
1
1.8%
-3.636363636
1
1.8%
-3.454545455
1
1.8%
-3.272727273
1
1.8%
-3.181818182
1
1.8%
-3.090909091
1
1.8%
-3.0
1
1.8%
-2.833333333
1
1.8%
-2.636363636
1
1.8%
LARGEST VALUES
16.2
1
1.8%
7.6
1
1.8%
4.0
1
1.8%
3.727272727
2
3.6%
3.363636364
1
1.8%
3.333333333
1
1.8%
3.2
1
1.8%
2.727272727
1
1.8%
2.272727273
1
1.8%
2.181818182
1
1.8%
2.0
1
1.8%
1.833333333
1
1.8%
1.0
1
1.8%
0.818181818
2
3.6%
0.363636364
2
3.6%